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2020 – today
- 2025
[c165]Hua Shen
, Tiffany Knearem, Reshmi Ghosh, Michael Xieyang Liu, Andrés Monroy-Hernández, Tongshuang Wu, Diyi Yang, Yun Huang, Tanushree Mitra, Yang Li, Marti Hearst:
Bidirectional Human-AI Alignment: Emerging Challenges and Opportunities. CHI Extended Abstracts 2025: 857:1-857:6- [c164]Omar Shaikh, Michelle S. Lam, Joey Hejna, Yijia Shao, Hyundong Justin Cho, Michael S. Bernstein, Diyi Yang:
Aligning Language Models with Demonstrated Feedback. ICLR 2025 - [c163]Chenglei Si, Diyi Yang, Tatsunori Hashimoto:
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers. ICLR 2025 - [c162]John Yang, Carlos E. Jimenez, Alex L. Zhang, Kilian Lieret, Joyce Yang, Xindi Wu, Ori Press, Niklas Muennighoff, Gabriel Synnaeve, Karthik R. Narasimhan, Diyi Yang, Sida Wang, Ofir Press:
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? ICLR 2025 - [c161]Binwei Yao, Zefan Cai, Yun-Shiuan Chuang, Shanglin Yang, Ming Jiang, Diyi Yang, Junjie Hu:
No Preference Left Behind: Group Distributional Preference Optimization. ICLR 2025 - [i134]Dora Zhao, Diyi Yang, Michael S. Bernstein:
Mapping the Spiral of Silence: Surveying Unspoken Opinions in Online Communities. CoRR abs/2502.00952 (2025) - [i133]Anjiang Wei, Jiannan Cao, Ran Li, Hongyu Chen, Yuhui Zhang, Ziheng Wang, Yaofeng Sun, Yuan Liu, Thiago S. F. X. Teixeira, Diyi Yang, Ke Wang, Alex Aiken:
EquiBench: Benchmarking Code Reasoning Capabilities of Large Language Models via Equivalence Checking. CoRR abs/2502.12466 (2025) - [i132]Minzhi Li, William Barr Held, Michael J. Ryan, Kunat Pipatanakul, Potsawee Manakul, Hao Zhu, Diyi Yang:
Mind the Gap! Static and Interactive Evaluations of Large Audio Models. CoRR abs/2502.15919 (2025) - [i131]MohammadHossein Rezaei, Yicheng Fu, Phil Cuvin, Caleb Ziems, Yanzhe Zhang, Hao Zhu, Diyi Yang:
EgoNormia: Benchmarking Physical Social Norm Understanding. CoRR abs/2502.20490 (2025) - [i130]Alex Gu, Naman Jain, Wen-Ding Li, Manish Shetty, Yijia Shao, Ziyang Li, Diyi Yang, Kevin Ellis, Koushik Sen, Armando Solar-Lezama:
Challenges and Paths Towards AI for Software Engineering. CoRR abs/2503.22625 (2025) - 2024
- [j18]Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang:
Can Large Language Models Transform Computational Social Science? Comput. Linguistics 50(1): 237-291 (2024) - [j17]Wenjie Yang, Anna Fang, Raj Sanjay Shah, Yash Mathur, Diyi Yang, Haiyi Zhu, Robert E. Kraut:
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being. Proc. ACM Hum. Comput. Interact. 8(CSCW1): 1-29 (2024) - [j16]Rijul Magu, Nivedhitha Mathan Kumar, Yihe Liu, Xander Koo, Diyi Yang, Amy S. Bruckman:
Understanding Online Discussion Across Difference: Insights from Gun Discourse on Reddit. Proc. ACM Hum. Comput. Interact. 8(CSCW2): 1-28 (2024) - [c160]Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang:
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. AAAI 2024: 23811-23813 - [c159]Diyi Yang:
Human-AI Interaction in the Age of Large Language Models. AAAI Spring Symposia 2024: 66-67 - [c158]Weicheng Ma, Chunyuan Deng, Aram Moossavi, Lili Wang, Soroush Vosoughi, Diyi Yang:
Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations. ACL (Findings) 2024: 2774-2788 - [c157]Minzhi Li, Weiyan Shi, Caleb Ziems, Diyi Yang:
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future. ACL (Findings) 2024: 2789-2805 - [c156]Faye Holt, William Held, Diyi Yang:
Perceptions of Language Technology Failures from South Asian English Speakers. ACL (Findings) 2024: 4067-4081 - [c155]Alicja Chaszczewicz, Raj Sanjay Shah, Ryan Louie, Bruce A Arnow, Robert E. Kraut, Diyi Yang:
Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors. ACL (1) 2024: 4130-4161 - [c154]Julia Kruk, Michela Marchini, Rijul Magu, Caleb Ziems, David Muchlinski, Diyi Yang:
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles. ACL (1) 2024: 12493-12509 - [c153]Caleb Ziems, William Held, Jane Dwivedi-Yu, Diyi Yang:
Measuring and Addressing Indexical Bias in Information Retrieval. ACL (Findings) 2024: 12860-12877 - [c152]Yi Zeng, Hongpeng Lin, Jingwen Zhang, Diyi Yang, Ruoxi Jia, Weiyan Shi:
How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs. ACL (1) 2024: 14322-14350 - [c151]Michael J. Ryan, William Held, Diyi Yang:
Unintended Impacts of LLM Alignment on Global Representation. ACL (1) 2024: 16121-16140 - [c150]Arya Pasumarthi, Armaan Sharma, Jainish H. Patel, Ayush Bheemaiah, Subhadra Vadlamannati, Seth Chang, Sophia Li, Eshaan Barkataki, Yutong Zhang, Diyi Yang, Graham Neubig, Simran Khanuja:
HILITE: Human-in-the-loop Interactive Tool for Image Editing. IEEE Big Data 2024: 7380-7385 - [c149]Omar Shaikh, Valentino Emil Chai, Michele Gelfand, Diyi Yang, Michael S. Bernstein:
Rehearsal: Simulating Conflict to Teach Conflict Resolution. CHI 2024: 920:1-920:20 - [c148]Yanzhe Zhang, Lu Jiang, Greg Turk, Diyi Yang:
Auditing Gender Presentation Differences in Text-to-Image Models. EAAMO 2024: 12:1-12:10 - [c147]Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela:
Anchor Points: Benchmarking Models with Much Fewer Examples. EACL (1) 2024: 1576-1601 - [c146]Weiyan Shi, Ryan Li, Yutong Zhang, Caleb Ziems, Sunny Yu, Raya Horesh, Rogério de Paula, Diyi Yang:
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies. EMNLP (Findings) 2024: 4996-5025 - [c145]Ryan Louie, Ananjan Nandi, William Fang, Cheng Chang, Emma Brunskill, Diyi Yang:
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles. EMNLP 2024: 10570-10603 - [c144]Jing Huang, Diyi Yang, Christopher Potts:
Demystifying Verbatim Memorization in Large Language Models. EMNLP 2024: 10711-10732 - [c143]Binwei Yao, Ming Jiang, Tara Bobinac, Diyi Yang, Junjie Hu:
Benchmarking Machine Translation with Cultural Awareness. EMNLP (Findings) 2024: 13078-13096 - [c142]Camille Harris, Chijioke Mgbahurike, Neha Kumar, Diyi Yang:
Modeling Gender and Dialect Bias in Automatic Speech Recognition. EMNLP (Findings) 2024: 15166-15184 - [c141]Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang:
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach. EMNLP 2024: 15178-15194 - [c140]Jared Moore, Tanvi Deshpande, Diyi Yang:
Are Large Language Models Consistent over Value-laden Questions? EMNLP (Findings) 2024: 15185-15221 - [c139]Ruibo Liu, Ruixin Yang, Chenyan Jia, Ge Zhang, Diyi Yang, Soroush Vosoughi:
Training Socially Aligned Language Models on Simulated Social Interactions. ICLR 2024 - [c138]Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie:
DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks. ICLR 2024 - [c137]Shayne Longpre, Sayash Kapoor, Kevin Klyman, Ashwin Ramaswami, Rishi Bommasani, Borhane Blili-Hamelin, Yangsibo Huang, Aviya Skowron, Zheng Xin Yong, Suhas Kotha, Yi Zeng, Weiyan Shi, Xianjun Yang, Reid Southen, Alexander Robey, Patrick Chao, Diyi Yang, Ruoxi Jia, Daniel Kang, Sandy Pentland, Arvind Narayanan, Percy Liang, Peter Henderson:
Position: A Safe Harbor for AI Evaluation and Red Teaming. ICML 2024 - [c136]Yujia Gao, Wenna Qin, Aniruddha Murali, Christopher Eckart, Xuhui Zhou, Jacob Beel, Yi-Chia Wang, Diyi Yang:
A Crisis of Civility? Modeling Incivility and Its Effects in Political Discourse Online. ICWSM 2024: 408-421 - [c135]Omar Shaikh, Kristina Gligoric, Ashna Khetan, Matthias Gerstgrasser, Diyi Yang, Dan Jurafsky:
Grounding Gaps in Language Model Generations. NAACL-HLT 2024: 6279-6296 - [c134]Anisha Pal, Julia Kruk, Mansi Phute, Manognya Bhattaram, Diyi Yang, Duen Horng Chau, Judy Hoffman:
Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors. NeurIPS 2024 - [c133]Yijia Shao, Tianshi Li, Weiyan Shi, Yanchen Liu, Diyi Yang:
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action. NeurIPS 2024 - [c132]Zhehao Zhang, Jiaao Chen, Diyi Yang:
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph. NeurIPS 2024 - [i129]Yi Zeng, Hongpeng Lin, Jingwen Zhang, Diyi Yang, Ruoxi Jia, Weiyan Shi:
How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs. CoRR abs/2401.06373 (2024) - [i128]Michael J. Ryan, William Held, Diyi Yang:
Unintended Impacts of LLM Alignment on Global Representation. CoRR abs/2402.15018 (2024) - [i127]Chenglei Si, Yanzhe Zhang, Zhengyuan Yang, Ruibo Liu, Diyi Yang:
Design2Code: How Far Are We From Automating Front-End Engineering? CoRR abs/2403.03163 (2024) - [i126]Shayne Longpre, Sayash Kapoor, Kevin Klyman, Ashwin Ramaswami, Rishi Bommasani, Borhane Blili-Hamelin, Yangsibo Huang, Aviya Skowron, Zheng Xin Yong, Suhas Kotha, Yi Zeng, Weiyan Shi, Xianjun Yang, Reid Southen, Alexander Robey, Patrick Chao, Diyi Yang, Ruoxi Jia, Daniel Kang, Sandy Pentland, Arvind Narayanan, Percy Liang, Peter Henderson:
A Safe Harbor for AI Evaluation and Red Teaming. CoRR abs/2403.04893 (2024) - [i125]Minzhi Li, Weiyan Shi, Caleb Ziems, Diyi Yang:
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future. CoRR abs/2403.14659 (2024) - [i124]Alicja Chaszczewicz, Raj Sanjay Shah, Ryan Louie, Bruce A Arnow, Robert E. Kraut, Diyi Yang:
Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors. CoRR abs/2403.15482 (2024) - [i123]Weixin Liang, Yaohui Zhang, Zhengxuan Wu, Haley Lepp, Wenlong Ji, Xuandong Zhao, Hancheng Cao, Sheng Liu, Siyu He, Zhi Huang, Diyi Yang, Christopher Potts, Christopher D. Manning, James Y. Zou:
Mapping the Increasing Use of LLMs in Scientific Papers. CoRR abs/2404.01268 (2024) - [i122]Matthias Gerstgrasser, Rylan Schaeffer, Apratim Dey, Rafael Rafailov, Henry Sleight, John Hughes, Tomasz Korbak, Rajashree Agrawal, Dhruv Pai, Andrey Gromov, Daniel A. Roberts, Diyi Yang, David L. Donoho, Sanmi Koyejo:
Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data. CoRR abs/2404.01413 (2024) - [i121]Diyi Yang, Caleb Ziems, William Held, Omar Shaikh, Michael S. Bernstein, John C. Mitchell:
Social Skill Training with Large Language Models. CoRR abs/2404.04204 (2024) - [i120]Ruibo Liu, Jerry Wei, Fangyu Liu, Chenglei Si, Yanzhe Zhang, Jinmeng Rao, Steven Zheng, Daiyi Peng, Diyi Yang, Denny Zhou, Andrew M. Dai:
Best Practices and Lessons Learned on Synthetic Data for Language Models. CoRR abs/2404.07503 (2024) - [i119]Weiyan Shi, Ryan Li, Yutong Zhang, Caleb Ziems, Chunhua yu, Raya Horesh, Rogério Abreu de Paula, Diyi Yang:
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies. CoRR abs/2404.15238 (2024) - [i118]Diyi Yang, Dirk Hovy, David Jurgens, Barbara Plank:
The Call for Socially Aware Language Technologies. CoRR abs/2405.02411 (2024) - [i117]Omar Shaikh, Michelle S. Lam, Joey Hejna, Yijia Shao, Michael S. Bernstein, Diyi Yang:
Show, Don't Tell: Aligning Language Models with Demonstrated Feedback. CoRR abs/2406.00888 (2024) - [i116]Caleb Ziems, William Held, Jane Dwivedi-Yu, Diyi Yang:
Measuring and Addressing Indexical Bias in Information Retrieval. CoRR abs/2406.04298 (2024) - [i115]Julia Kruk, Michela Marchini, Rijul Magu, Caleb Ziems, David Muchlinski, Diyi Yang:
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles. CoRR abs/2406.06840 (2024) - [i114]Hua Shen, Tiffany Knearem, Reshmi Ghosh, Kenan Alkiek, Kundan Krishna, Yachuan Liu, Ziqiao Ma, Savvas Petridis, Yi-Hao Peng, Li Qiwei, Sushrita Rakshit, Chenglei Si, Yutong Xie, Jeffrey P. Bigham, Frank Bentley, Joyce Chai, Zachary C. Lipton, Qiaozhu Mei, Rada Mihalcea, Michael Terry, Diyi Yang, Meredith Ringel Morris, Paul Resnick, David Jurgens:
Towards Bidirectional Human-AI Alignment: A Systematic Review for Clarifications, Framework, and Future Directions. CoRR abs/2406.09264 (2024) - [i113]Zhehao Zhang, Jiaao Chen, Diyi Yang:
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph. CoRR abs/2406.17271 (2024) - [i112]Ryan Louie, Ananjan Nandi, William Fang, Cheng Chang, Emma Brunskill, Diyi Yang:
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles. CoRR abs/2407.00870 (2024) - [i111]Jared Moore, Tanvi Deshpande, Diyi Yang:
Are Large Language Models Consistent over Value-laden Questions? CoRR abs/2407.02996 (2024) - [i110]Jing Huang, Diyi Yang, Christopher Potts:
Demystifying Verbatim Memorization in Large Language Models. CoRR abs/2407.17817 (2024) - [i109]Yijia Shao, Tianshi Li, Weiyan Shi, Yanchen Liu, Diyi Yang:
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action. CoRR abs/2409.00138 (2024) - [i108]Rijul Magu, Nivedhitha Mathan Kumar, Yihe Liu, Xander Koo, Diyi Yang, Amy S. Bruckman:
Understanding Online Discussion Across Difference: Insights from Gun Discourse on Reddit. CoRR abs/2409.03989 (2024) - [i107]Chenglei Si, Diyi Yang, Tatsunori Hashimoto:
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers. CoRR abs/2409.04109 (2024) - [i106]Sangmin Lee, Minzhi Li, Bolin Lai, Wenqi Jia, Fiona Ryan, Xu Cao, Ozgur Kara, Bikram Boote, Weiyan Shi, Diyi Yang, James M. Rehg:
Towards Social AI: A Survey on Understanding Social Interactions. CoRR abs/2409.15316 (2024) - [i105]Kayode Oladeji, Tony Wang, Diyi Yang, Amy S. Bruckman:
Understanding #vent Channels on Discord. CoRR abs/2409.19166 (2024) - [i104]William Held, Ella Li, Michael J. Ryan, Weiyan Shi, Yanzhe Zhang, Diyi Yang:
Distilling an End-to-End Voice Assistant Without Instruction Training Data. CoRR abs/2410.02678 (2024) - [i103]John Yang, Carlos E. Jimenez, Alex L. Zhang, Kilian Lieret, Joyce Yang, Xindi Wu, Ori Press, Niklas Muennighoff, Gabriel Synnaeve, Karthik R. Narasimhan, Diyi Yang, Sida I. Wang, Ofir Press:
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? CoRR abs/2410.03859 (2024) - [i102]Ryan Li, Yanzhe Zhang, Diyi Yang:
Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping. CoRR abs/2410.16232 (2024) - [i101]Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang:
Personalization of Large Language Models: A Survey. CoRR abs/2411.00027 (2024) - [i100]Yanzhe Zhang, Tao Yu, Diyi Yang:
Attacking Vision-Language Computer Agents via Pop-ups. CoRR abs/2411.02391 (2024) - [i99]Anisha Pal, Julia Kruk, Mansi Phute, Manognya Bhattaram, Diyi Yang, Duen Horng Chau, Judy Hoffman:
Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors. CoRR abs/2411.07472 (2024) - [i98]Yijia Shao, Vinay Samuel, Yucheng Jiang, John Yang, Diyi Yang:
Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration. CoRR abs/2412.15701 (2024) - [i97]Jiaao Chen, Diyi Yang:
Dynamic Skill Adaptation for Large Language Models. CoRR abs/2412.19361 (2024) - [i96]Binwei Yao, Zefan Cai, Yun-Shiuan Chuang, Shanglin Yang, Ming Jiang, Diyi Yang, Junjie Hu:
No Preference Left Behind: Group Distributional Preference Optimization. CoRR abs/2412.20299 (2024) - 2023
- [j15]Clark W. Barrett, Brad Boyd, Elie Bursztein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John C. Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang:
Identifying and Mitigating the Security Risks of Generative AI. Found. Trends Priv. Secur. 6(1): 1-52 (2023) - [j14]Camille Harris, Amber G. Johnson, Sadie Palmer, Diyi Yang, Amy S. Bruckman:
"Honestly, I Think TikTok has a Vendetta Against Black Creators": Understanding Black Content Creator Experiences on TikTok. Proc. ACM Hum. Comput. Interact. 7(CSCW2): 1-31 (2023) - [j13]Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang:
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP. Trans. Assoc. Comput. Linguistics 11: 191-211 (2023) - [j12]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Graph Vulnerability and Robustness: A Survey. IEEE Trans. Knowl. Data Eng. 35(6): 5915-5934 (2023) - [j11]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023) - [c131]Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han:
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance. ACL (Findings) 2023: 194-217 - [c130]Caleb Ziems, William Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang:
Multi-VALUE: A Framework for Cross-Dialectal English NLP. ACL (1) 2023: 744-768 - [c129]William Held, Caleb Ziems, Diyi Yang:
TADA : Task Agnostic Dialect Adapters for English. ACL (Findings) 2023: 813-824 - [c128]Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang:
Compositional Data Augmentation for Abstractive Conversation Summarization. ACL (1) 2023: 1471-1488 - [c127]William Held, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel, Diyi Yang, Rushin Shah:
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue. ACL (1) 2023: 3586-3604 - [c126]Omar Shaikh, Hongxin Zhang, William Held, Michael S. Bernstein, Diyi Yang:
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning. ACL (1) 2023: 4454-4470 - [c125]Janvijay Singh, Mukund Rungta, Diyi Yang, Saif M. Mohammad:
Forgotten Knowledge: Examining the Citational Amnesia in NLP. ACL (1) 2023: 6192-6208 - [c124]Omar Shaikh, Caleb Ziems, William Held, Aryan J. Pariani, Fred Morstatter, Diyi Yang:
Modeling Cross-Cultural Pragmatic Inference with Codenames Duet. ACL (Findings) 2023: 6550-6569 - [c123]Bolin Lai, Hongxin Zhang, Miao Liu, Aryan J. Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M. Rehg, Diyi Yang:
Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games. ACL (Findings) 2023: 6570-6588 - [c122]Jiaao Chen, Diyi Yang:
Controllable Conversation Generation with Conversation Structures via Diffusion Models. ACL (Findings) 2023: 7238-7251 - [c121]Caleb Ziems, Jane Dwivedi-Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
NormBank: A Knowledge Bank of Situational Social Norms. ACL (1) 2023: 7756-7776 - [c120]Jiaao Chen, Mohan Dodda, Diyi Yang:
Human-in-the-loop Abstractive Dialogue Summarization. ACL (Findings) 2023: 9176-9190 - [c119]Tony Wang, Haard K. Shah, Raj Sanjay Shah, Yi-Chia Wang, Robert E. Kraut, Diyi Yang:
Metrics for Peer Counseling: Triangulating Success Outcomes for Online Therapy Platforms. CHI 2023: 483:1-483:17 - [c118]Hong Shen, Tianshi Li, Toby Jia-Jun Li, Joon Sung Park, Diyi Yang:
Shaping the Emerging Norms of Using Large Language Models in Social Computing Research. CSCW Companion 2023: 569-571 - [c117]James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David D. Cox, Diyi Yang, Zsolt Kira, Rogério Feris, Leonid Karlinsky:
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning. CVPR 2023: 14994-15004 - [c116]Albert Lu, Hongxin Zhang, Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints. EACL (Findings) 2023: 1937-1963 - [c115]William Held, Diyi Yang:
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers. EACL 2023: 2408-2419 - [c114]Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023: 1339-1384 - [c113]Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang:
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. EMNLP 2023: 1487-1505 - [c112]Eric Zelikman, Wanjing Anya Ma, Jasmine E. Tran, Diyi Yang, Jason D. Yeatman, Nick Haber:
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency. EMNLP 2023: 2190-2205 - [c111]Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang:
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. EMNLP 2023: 4765-4775 - [c110]Zhehao Zhang, Jiaao Chen, Diyi Yang:
Mitigating Biases in Hate Speech Detection from A Causal Perspective. EMNLP (Findings) 2023: 6610-6625 - [c109]Jing Huang, Diyi Yang:
Culturally Aware Natural Language Inference. EMNLP (Findings) 2023: 7591-7609 - [c108]Zedian Xiao, William Held, Yanchen Liu, Diyi Yang:
Task-Agnostic Low-Rank Adapters for Unseen English Dialects. EMNLP 2023: 7857-7870 - [c107]Kunal Handa, Margaret Clapper, Jessica Boyle, Rose E. Wang, Diyi Yang, David S. Yeager, Dorottya Demszky:
"Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms. EMNLP 2023: 8877-8897 - [c106]Myra Cheng, Tiziano Piccardi, Diyi Yang:
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations. EMNLP 2023: 10853-10875 - [c105]Weicheng Ma, Henry Scheible, Brian Wang, Goutham Veeramachaneni, Pratim Chowdhary, Alan Sun, Andrew Koulogeorge, Lili Wang, Diyi Yang, Soroush Vosoughi:
Deciphering Stereotypes in Pre-Trained Language Models. EMNLP 2023: 11328-11345 - [c104]Jiaao Chen, Diyi Yang:
Unlearn What You Want to Forget: Efficient Unlearning for LLMs. EMNLP 2023: 12041-12052 - [c103]Julia Kruk, Caleb Ziems, Diyi Yang:
Impressions: Visual Semiotics and Aesthetic Impact Understanding. EMNLP 2023: 12273-12291 - [c102]Yanchen Liu, William Held, Diyi Yang:
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules. EMNLP 2023: 13776-13793 - [c101]Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang:
Parameter-Efficient Fine-Tuning Design Spaces. ICLR 2023 - [c100]Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David García, Fred Morstatter:
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data. ICWSM 2023: 1073-1081 - [c99]Hayeong Song, Zhengyang Qi, John T. Stasko, Diyi Yang:
Understanding People's Needs in Viewing Diverse Social Opinions about Controversial Topics. PacificVis 2023: 6-10 - [c98]Sharbani Pandit, Krishanu Sarker, Roberto Perdisci, Mustaque Ahamad, Diyi Yang:
Combating Robocalls with Phone Virtual Assistant Mediated Interaction. USENIX Security Symposium 2023: 463-479 - [i95]Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang:
Parameter-Efficient Fine-Tuning Design Spaces. CoRR abs/2301.01821 (2023) - [i94]Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David García, Fred Morstatter:
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data. CoRR abs/2301.11429 (2023) - [i93]Yanzhe Zhang, Lu Jiang, Greg Turk, Diyi Yang:
Auditing Gender Presentation Differences in Text-to-Image Models. CoRR abs/2302.03675 (2023) - [i92]Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? CoRR abs/2302.06476 (2023) - [i91]Albert Lu, Hongxin Zhang, Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints. CoRR abs/2302.09185 (2023) - [i90]Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang:
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. CoRR abs/2304.04746 (2023) - [i89]Hayeong Song, Zhengyang Qi, John T. Stasko, Diyi Yang:
Understanding people's needs in viewing diverse social opinions about controversial topics. CoRR abs/2304.11561 (2023) - [i88]Anya Belz, Craig Thomson, Ehud Reiter, Gavin Abercrombie, Jose Maria Alonso-Moral, Mohammad Arvan, Jackie Chi Kit Cheung, Mark Cieliebak, Elizabeth Clark, Kees van Deemter, Tanvi Dinkar, Ondrej Dusek, Steffen Eger, Qixiang Fang, Albert Gatt, Dimitra Gkatzia, Javier González-Corbelle, Dirk Hovy, Manuela Hürlimann, Takumi Ito, John D. Kelleher, Filip Klubicka, Huiyuan Lai, Chris van der Lee, Emiel van Miltenburg, Yiru Li, Saad Mahamood, Margot Mieskes, Malvina Nissim, Natalie Parde, Ondrej Plátek, Verena Rieser, Pablo Mosteiro Romero, Joel R. Tetreault, Antonio Toral, Xiaojun Wan, Leo Wanner, Lewis Watson, Diyi Yang:
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP. CoRR abs/2305.01633 (2023) - [i87]Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang:
Can Large Language Models Transform Computational Social Science? CoRR abs/2305.03514 (2023) - [i86]Shang-Ling Hsu, Raj Sanjay Shah, Prathik Senthil, Zahra Ashktorab, Casey Dugan, Werner Geyer, Diyi Yang:
Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback. CoRR abs/2305.08982 (2023) - [i85]Yanchen Liu, William Held, Diyi Yang:
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules. CoRR abs/2305.13406 (2023) - [i84]Binwei Yao, Ming Jiang, Diyi Yang, Junjie Hu:
Empowering LLM-based Machine Translation with Cultural Awareness. CoRR abs/2305.14328 (2023) - [i83]William Held, Caleb Ziems, Diyi Yang:
TADA: Task-Agnostic Dialect Adapters for English. CoRR abs/2305.16651 (2023) - [i82]Ruibo Liu, Ruixin Yang, Chenyan Jia, Ge Zhang, Denny Zhou, Andrew M. Dai, Diyi Yang, Soroush Vosoughi:
Training Socially Aligned Language Models in Simulated Human Society. CoRR abs/2305.16960 (2023) - [i81]Caleb Ziems, Jane Dwivedi-Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
NormBank: A Knowledge Bank of Situational Social Norms. CoRR abs/2305.17008 (2023) - [i80]Janvijay Singh, Mukund Rungta, Diyi Yang, Saif M. Mohammad:
Forgotten Knowledge: Examining the Citational Amnesia in NLP. CoRR abs/2305.18554 (2023) - [i79]Omar Shaikh, Caleb Ziems, William Held, Aryan J. Pariani, Fred Morstatter, Diyi Yang:
Modeling Cross-Cultural Pragmatic Inference with Codenames Duet. CoRR abs/2306.02475 (2023) - [i78]Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu, Yufan Zhou, Nedim Lipka, Diyi Yang, Tong Sun:
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding. CoRR abs/2306.17107 (2023) - [i77]Hong Shen, Tianshi Li, Toby Jia-Jun Li, Joon Sung Park, Diyi Yang:
Shaping the Emerging Norms of Using Large Language Models in Social Computing Research. CoRR abs/2307.04280 (2023) - [i76]Clark W. Barrett, Brad Boyd, Ellie Burzstein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John C. Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang:
Identifying and Mitigating the Security Risks of Generative AI. CoRR abs/2308.14840 (2023) - [i75]Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela:
Anchor Points: Benchmarking Models with Much Fewer Examples. CoRR abs/2309.08638 (2023) - [i74]Omar Shaikh, Valentino Chai, Michele J. Gelfand, Diyi Yang, Michael S. Bernstein:
Rehearsal: Simulating Conflict to Teach Conflict Resolution. CoRR abs/2309.12309 (2023) - [i73]Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie:
DyVal: Graph-informed Dynamic Evaluation of Large Language Models. CoRR abs/2309.17167 (2023) - [i72]Zijun Liu, Yanzhe Zhang, Peng Li, Yang Liu, Diyi Yang:
Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization. CoRR abs/2310.02170 (2023) - [i71]Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang:
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. CoRR abs/2310.02529 (2023) - [i70]Eric Zelikman, Wanjing Anya Ma, Jasmine E. Tran, Diyi Yang, Jason D. Yeatman, Nick Haber:
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency. CoRR abs/2310.06837 (2023) - [i69]Kunal Handa, Margaret Clapper, Jessica Boyle, Rose E. Wang, Diyi Yang, David S. Yeager, Dorottya Demszky:
"Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms. CoRR abs/2310.10637 (2023) - [i68]Myra Cheng, Tiziano Piccardi, Diyi Yang:
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations. CoRR abs/2310.11501 (2023) - [i67]Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang:
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. CoRR abs/2310.15638 (2023) - [i66]Julia Kruk, Caleb Ziems, Diyi Yang:
Impressions: Understanding Visual Semiotics and Aesthetic Impact. CoRR abs/2310.17887 (2023) - [i65]Jiaao Chen, Diyi Yang:
Unlearn What You Want to Forget: Efficient Unlearning for LLMs. CoRR abs/2310.20150 (2023) - [i64]Zedian Xiao, William Held, Yanchen Liu, Diyi Yang:
Task-Agnostic Low-Rank Adapters for Unseen English Dialects. CoRR abs/2311.00915 (2023) - [i63]William Held, Camille Harris, Michael Best, Diyi Yang:
A Material Lens on Coloniality in NLP. CoRR abs/2311.08391 (2023) - [i62]Omar Shaikh, Kristina Gligoric, Ashna Khetan, Matthias Gerstgrasser, Diyi Yang, Dan Jurafsky:
Grounding or Guesswork? Large Language Models are Presumptive Grounders. CoRR abs/2311.09144 (2023) - [i61]Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang:
From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media. CoRR abs/2311.09630 (2023) - [i60]Anna Fang, Wenjie Yang, Raj Sanjay Shah, Yash Mathur, Diyi Yang, Haiyi Zhu, Robert E. Kraut:
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being. CoRR abs/2312.10775 (2023) - 2022
- [j10]Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati, Aastha Agarwal, Yi-Chia Wang, Robert E. Kraut, Diyi Yang:
Modeling Motivational Interviewing Strategies on an Online Peer-to-Peer Counseling Platform. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-24 (2022) - [j9]Omar Shaikh, Cassandra Ung, Diyi Yang, Felipe A. Chacon:
Six Feet Apart: Online Payments During the COVID-19 Pandemic. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-33 (2022) - [j8]Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang:
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. Trans. Assoc. Comput. Linguistics 10: 1138-1158 (2022) - [c97]Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope:
A Search Engine for Discovery of Scientific Challenges and Directions. AAAI 2022: 11982-11990 - [c96]Diyi Yang, Ankur P. Parikh, Colin Raffel:
Learning with Limited Text Data. ACL (tutorial) 2022: 28-31 - [c95]Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer:
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. ACL (1) 2022: 447-460 - [c94]Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek:
DMix: Adaptive Distance-aware Interpolative Mixup. ACL (2) 2022: 606-612 - [c93]Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang:
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. ACL (Findings) 2022: 1947-1955 - [c92]Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Continual Sequence Generation with Adaptive Compositional Modules. ACL (1) 2022: 3653-3667 - [c91]Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang:
Inducing Positive Perspectives with Text Reframing. ACL (1) 2022: 3682-3700 - [c90]Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang:
VALUE: Understanding Dialect Disparity in NLU. ACL (1) 2022: 3701-3720 - [c89]Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems. ACL (1) 2022: 3755-3773 - [c88]Kexun Zhang, Jiaao Chen, Diyi Yang:
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization. ACL (Findings) 2022: 4095-4106 - [c87]Jiao Sun, Tongshuang Wu, Yue Jiang, Ronil Awalegaonkar, Xi Victoria Lin, Diyi Yang:
Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages. CHI 2022: 398:1-398:15 - [c86]Yihe Liu, Anushk Mittal, Diyi Yang, Amy S. Bruckman:
Will AI Console Me when I Lose my Pet? Understanding Perceptions of AI-Mediated Email Writing. CHI 2022: 474:1-474:13 - [c85]Hui Chen, Wei Han, Diyi Yang, Soujanya Poria:
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification. COLING 2022: 4622-4632 - [c84]Patsorn Sangkloy, Wittawat Jitkrittum, Diyi Yang, James Hays:
A Sketch is Worth a Thousand Words: Image Retrieval with Text and Sketch. ECCV (38) 2022: 251-267 - [c83]Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang:
Geographic Citation Gaps in NLP Research. EMNLP 2022: 1371-1383 - [c82]Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang:
Robustness of Demonstration-based Learning Under Limited Data Scenario. EMNLP 2022: 1769-1782 - [c81]Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang:
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain. EMNLP 2022: 2322-2335 - [c80]Camille Harris, Matan Halevy, Ayanna M. Howard, Amy S. Bruckman, Diyi Yang:
Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification. FAccT 2022: 789-798 - [c79]Kuan Wang, Yuyu Zhang, Diyi Yang, Le Song, Tao Qin:
GNN is a Counter? Revisiting GNN for Question Answering. ICLR 2022 - [c78]Jacob Beel, Tong Xiang, Sandeep Soni, Diyi Yang:
Linguistic Characterization of Divisive Topics Online: Case Studies on Contentiousness in Abortion, Climate Change, and Gun Control. ICWSM 2022: 32-42 - [c77]Wenjie Yang, Sitong Wang, Zhenhui Peng, Chuhan Shi, Xiaojuan Ma, Diyi Yang:
Know It to Defeat It: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis. ICWSM 2022: 1157-1168 - [c76]Dheeraj Rajagopal, Xuchao Zhang, Michael Gamon, Sujay Kumar Jauhar, Diyi Yang, Eduard H. Hovy:
One Document, Many Revisions: A Dataset for Classification and Description of Edit Intents. LREC 2022: 5517-5524 - [c75]Hanfei Sun, Ziyuan Cao, Diyi Yang:
SPORTSINTERVIEW: A Large-Scale Sports Interview Benchmark for Entity-centric Dialogues. LREC 2022: 5821-5828 - [c74]Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang:
SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. NAACL-HLT (Findings) 2022: 49-60 - [c73]Jingfeng Yang, Le Zhang, Diyi Yang:
SUBS: Subtree Substitution for Compositional Semantic Parsing. NAACL-HLT 2022: 169-174 - [c72]Rohit Sridhar, Diyi Yang:
Explaining Toxic Text via Knowledge Enhanced Text Generation. NAACL-HLT 2022: 811-826 - [c71]Tianlu Wang, Rohit Sridhar, Diyi Yang, Xuezhi Wang:
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models. NAACL-HLT (Findings) 2022: 1719-1729 - [c70]Xuezhi Wang, Haohan Wang, Diyi Yang:
Measure and Improve Robustness in NLP Models: A Survey. NAACL-HLT 2022: 4569-4586 - [c69]Le Zhang, Zichao Yang, Diyi Yang:
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding. NAACL-HLT 2022: 5243-5258 - [c68]Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang:
UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. WWW (Companion Volume) 2022: 1176-1177 - [i59]Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Continual Sequence Generation with Adaptive Compositional Modules. CoRR abs/2203.10652 (2022) - [i58]Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang:
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. CoRR abs/2203.10693 (2022) - [i57]Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer:
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. CoRR abs/2203.13947 (2022) - [i56]Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang:
Inducing Positive Perspectives with Text Reframing. CoRR abs/2204.02952 (2022) - [i55]Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems. CoRR abs/2204.03021 (2022) - [i54]Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang:
VALUE: Understanding Dialect Disparity in NLU. CoRR abs/2204.03031 (2022) - [i53]Omar Shaikh, Cassandra Ung, Diyi Yang, Felipe A. Chacon:
Six Feet Apart: Online Payments During the COVID-19 Pandemic. CoRR abs/2204.13895 (2022) - [i52]Jingfeng Yang, Le Zhang, Diyi Yang:
SUBS: Subtree Substitution for Compositional Semantic Parsing. CoRR abs/2205.01538 (2022) - [i51]Le Zhang, Zichao Yang, Diyi Yang:
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding. CoRR abs/2205.06153 (2022) - [i50]Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang:
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. CoRR abs/2205.07381 (2022) - [i49]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022) - [i48]Patsorn Sangkloy, Wittawat Jitkrittum, Diyi Yang, James Hays:
A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch. CoRR abs/2208.03354 (2022) - [i47]Hui Chen, Wei Han, Diyi Yang, Soujanya Poria:
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification. CoRR abs/2209.05297 (2022) - [i46]William Held, Diyi Yang:
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers. CoRR abs/2210.05709 (2022) - [i45]Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang:
Robustness of Demonstration-based Learning Under Limited Data Scenario. CoRR abs/2210.10693 (2022) - [i44]Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang:
Geographic Citation Gaps in NLP Research. CoRR abs/2210.14424 (2022) - [i43]Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang:
WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain. CoRR abs/2211.00083 (2022) - [i42]Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati, Aastha Agarwal, Yi-Chia Wang, Robert E. Kraut, Diyi Yang:
Modeling Motivational Interviewing Strategies On An Online Peer-to-Peer Counseling Platform. CoRR abs/2211.05182 (2022) - [i41]James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David D. Cox, Diyi Yang, Zsolt Kira, Rogério Feris, Leonid Karlinsky:
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning. CoRR abs/2211.09790 (2022) - [i40]Caleb Ziems, William Held, Jingfeng Yang, Diyi Yang:
Multi-VALUE: A Framework for Cross-Dialectal English NLP. CoRR abs/2212.08011 (2022) - [i39]William Held, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel, Diyi Yang, Rushin Shah:
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue. CoRR abs/2212.08054 (2022) - [i38]Omar Shaikh, Hongxin Zhang, William Held, Michael S. Bernstein, Diyi Yang:
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning. CoRR abs/2212.08061 (2022) - [i37]Bolin Lai, Hongxin Zhang, Miao Liu, Aryan J. Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M. Rehg, Diyi Yang:
Werewolf Among Us: A Multimodal Dataset for Modeling Persuasion Behaviors in Social Deduction Games. CoRR abs/2212.08279 (2022) - [i36]Jiaao Chen, Mohan Dodda, Diyi Yang:
Human-in-the-loop Abstractive Dialogue Summarization. CoRR abs/2212.09750 (2022) - 2021
- [j7]Zheng Yao, Diyi Yang, John M. Levine, Carissa A. Low, Tenbroeck Smith, Haiyi Zhu, Robert E. Kraut:
Join, Stay or Go?: A Closer Look at Members' Life Cycles in Online Health Communities. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 171:1-171:22 (2021) - [j6]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng (Polo) Chau, Diyi Yang:
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 181:1-181:26 (2021) - [j5]Shagun Jhaver, Christian Boylston, Diyi Yang, Amy S. Bruckman:
Evaluating the Effectiveness of Deplatforming as a Moderation Strategy on Twitter. Proc. ACM Hum. Comput. Interact. 5(CSCW2): 381:1-381:30 (2021) - [c67]Jiaao Chen, Diyi Yang:
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. AAAI 2021: 12648-12656 - [c66]Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang, Manaal Faruqui:
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering. ACL/IJCNLP (Findings) 2021: 3309-3319 - [c65]Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang:
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability. ACL/IJCNLP (1) 2021: 4380-4390 - [c64]Bing He, Caleb Ziems, Sandeep Soni, Naren Ramakrishnan, Diyi Yang, Srijan Kumar:
Racism is a virus: anti-asian hate and counterspeech in social media during the COVID-19 crisis. ASONAM 2021: 90-94 - [c63]Yujia Gao, Jinu Jang, Diyi Yang:
Understanding the Usage of Online Media for Parenting from Infancy to Preschool At Scale. CHI 2021: 183:1-183:12 - [c62]Zhenhui Peng, Xiaojuan Ma, Diyi Yang, Ka Wing Tsang, Qingyu Guo:
Effects of Support-Seekers' Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities. CHI 2021: 536:1-536:12 - [c61]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Evaluating Graph Vulnerability and Robustness using TIGER. CIKM 2021: 4495-4503 - [c60]Matan Halevy, Camille Harris, Amy S. Bruckman, Diyi Yang, Ayanna M. Howard:
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework. EAAMO 2021: 7:1-7:11 - [c59]Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen R. McKeown, Jing Huang:
Semantic Categorization of Social Knowledge for Commonsense Question Answering. SustaiNLP@EMNLP 2021: 79-85 - [c58]Mai ElSherief, Caleb Ziems, David Muchlinski, Vaishnavi Anupindi, Jordyn Seybolt, Munmun De Choudhury, Diyi Yang:
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech. EMNLP (1) 2021: 345-363 - [c57]Caleb Ziems, Diyi Yang:
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence. EMNLP (Findings) 2021: 957-976 - [c56]Yang Zhong, Jingfeng Yang, Wei Xu, Diyi Yang:
WIKIBIAS: Detecting Multi-Span Subjective Biases in Language. EMNLP (Findings) 2021: 1799-1814 - [c55]Jingfeng Yang, Federico Fancellu, Bonnie Webber, Diyi Yang:
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing. EMNLP (1) 2021: 5848-5856 - [c54]Jiaao Chen, Diyi Yang:
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization. EMNLP (1) 2021: 6605-6616 - [c53]Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek:
HypMix: Hyperbolic Interpolative Data Augmentation. EMNLP (1) 2021: 9858-9868 - [c52]Fengli Xu, Guozhen Zhang, Yuan Yuan, Hongjia Huang, Diyi Yang, Depeng Jin, Yong Li:
Understanding the Invitation Acceptance in Agent-initiated Social E-commerce. ICWSM 2021: 820-829 - [c51]Dirk Hovy, Diyi Yang:
The Importance of Modeling Social Factors of Language: Theory and Practice. NAACL-HLT 2021: 588-602 - [c50]Jiaao Chen, Diyi Yang:
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. NAACL-HLT 2021: 1380-1391 - [c49]Yuwei Wu, Xuezhe Ma, Diyi Yang:
Personalized Response Generation via Generative Split Memory Network. NAACL-HLT 2021: 1956-1970 - [c48]Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang:
Continual Learning for Text Classification with Information Disentanglement Based Regularization. NAACL-HLT 2021: 2736-2746 - [c47]Diyi Yang, Lucie Flek:
Towards User-Centric Text-to-Text Generation: A Survey. TDS 2021: 3-22 - [i35]Jiaao Chen, Diyi Yang:
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. CoRR abs/2101.06351 (2021) - [i34]Ian Stewart, Diyi Yang, Jacob Eisenstein:
Tuiteamos o pongamos un tuit? Investigating the Social Constraints of Loanword Integration in Spanish Social Media. CoRR abs/2101.06368 (2021) - [i33]Sebastian Gehrmann, Tosin P. Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna-Adriana Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondrej Dusek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani, Yangfeng Ji, Shailza Jolly, Dhruv Kumar, Faisal Ladhak, Aman Madaan, Mounica Maddela, Khyati Mahajan, Saad Mahamood, Bodhisattwa Prasad Majumder, Pedro Henrique Martins, Angelina McMillan-Major, Simon Mille, Emiel van Miltenburg, Moin Nadeem, Shashi Narayan, Vitaly Nikolaev, Rubungo Andre Niyongabo, Salomey Osei, Ankur P. Parikh, Laura Perez-Beltrachini, Niranjan Ramesh Rao, Vikas Raunak, Juan Diego Rodriguez, Sashank Santhanam, João Sedoc, Thibault Sellam, Samira Shaikh, Anastasia Shimorina, Marco Antonio Sobrevilla Cabezudo, Hendrik Strobelt, Nishant Subramani, Wei Xu, Diyi Yang, Akhila Yerukola, Jiawei Zhou:
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics. CoRR abs/2102.01672 (2021) - [i32]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng Chau, Diyi Yang:
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization. CoRR abs/2102.04427 (2021) - [i31]Zijie J. Wang, Dongjin Choi, Shenyu Xu, Diyi Yang:
Putting Humans in the Natural Language Processing Loop: A Survey. CoRR abs/2103.04044 (2021) - [i30]Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang:
Continual Learning for Text Classification with Information Disentanglement Based Regularization. CoRR abs/2104.05489 (2021) - [i29]Jiaao Chen, Diyi Yang:
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. CoRR abs/2104.08400 (2021) - [i28]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Graph Vulnerability and Robustness: A Survey. CoRR abs/2105.00419 (2021) - [i27]Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang:
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization. CoRR abs/2106.00149 (2021) - [i26]Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang, Manaal Faruqui:
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering. CoRR abs/2106.04016 (2021) - [i25]Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang:
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP. CoRR abs/2106.07499 (2021) - [i24]Austin P. Wright, Caleb Ziems, Haekyu Park, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang, Maria Tomprou:
Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes. CoRR abs/2106.11846 (2021) - [i23]Jacob Beel, Tong Xiang, Sandeep Soni, Diyi Yang:
Linguistic Characterization of Divisive Topics Online: Case Studies on Contentiousness in Abortion, Climate Change, and Gun Control. CoRR abs/2108.13556 (2021) - [i22]Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope:
A Search Engine for Discovery of Biomedical Challenges and Directions. CoRR abs/2108.13751 (2021) - [i21]Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang:
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. CoRR abs/2109.00725 (2021) - [i20]Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen R. McKeown, Jing Huang:
Semantic Categorization of Social Knowledge for Commonsense Question Answering. CoRR abs/2109.05168 (2021) - [i19]Mai ElSherief, Caleb Ziems, David Muchlinski, Vaishnavi Anupindi, Jordyn Seybolt, Munmun De Choudhury, Diyi Yang:
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech. CoRR abs/2109.05322 (2021) - [i18]Caleb Ziems, Diyi Yang:
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence. CoRR abs/2109.05325 (2021) - [i17]Wenjie Yang, Sitong Wang, Zhenhui Peng, Chuhan Shi, Xiaojuan Ma, Diyi Yang:
Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis. CoRR abs/2109.12372 (2021) - [i16]Matan Halevy, Camille Harris, Amy S. Bruckman, Diyi Yang, Ayanna M. Howard:
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework. CoRR abs/2109.13137 (2021) - [i15]Kuan Wang, Yuyu Zhang, Diyi Yang, Le Song, Tao Qin:
GNN is a Counter? Revisiting GNN for Question Answering. CoRR abs/2110.03192 (2021) - [i14]Tianlu Wang, Diyi Yang, Xuezhi Wang:
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models. CoRR abs/2110.07736 (2021) - [i13]Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard H. Hovy, Jiwei Li:
Interpreting Deep Learning Models in Natural Language Processing: A Review. CoRR abs/2110.10470 (2021) - [i12]Xuezhi Wang, Haohan Wang, Diyi Yang:
Measure and Improve Robustness in NLP Models: A Survey. CoRR abs/2112.08313 (2021) - [i11]Jiao Sun, Tongshuang Wu, Yue Jiang, Ronil Awalegaonkar, Xi Victoria Lin, Diyi Yang:
Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages. CoRR abs/2112.13980 (2021) - 2020
- [j4]Ang Li, Zheng Yao, Diyi Yang, Chinmay Kulkarni, Rosta Farzan, Robert E. Kraut:
Successful Online Socialization: Lessons from the Wikipedia Education Program. Proc. ACM Hum. Comput. Interact. 4(CSCW): 050:1-050:24 (2020) - [c46]Jiaao Chen, Yuwei Wu, Diyi Yang:
Semi-supervised Models via Data Augmentation for Classifying Interactive Affective Responses. AffCon@AAAI 2020: 151-160 - [c45]Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky, Diyi Yang:
Automatically Neutralizing Subjective Bias in Text. AAAI 2020: 480-489 - [c44]Jiaao Chen, Zichao Yang, Diyi Yang:
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. ACL 2020: 2147-2157 - [c43]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng Chau:
RECAST: Interactive Auditing of Automatic Toxicity Detection Models. CCHI 2020: 80-82 - [c42]Joseph Seering, Jessica Hammer, Geoff Kaufman, Diyi Yang:
Proximate Social Factors in First-Time Contribution to Online Communities. CHI 2020: 1-14 - [c41]Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das:
ToTTo: A Controlled Table-To-Text Generation Dataset. EMNLP (1) 2020: 1173-1186 - [c40]Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang:
Local Additivity Based Data Augmentation for Semi-supervised NER. EMNLP (1) 2020: 1241-1251 - [c39]Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. EMNLP (Findings) 2020: 1299-1306 - [c38]Jingfeng Yang, Diyi Yang, Zhaoran Ma:
Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection. EMNLP (1) 2020: 1450-1460 - [c37]Kunal Chawla, Diyi Yang:
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization. EMNLP (Findings) 2020: 2340-2354 - [c36]Jiaao Chen, Diyi Yang:
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. EMNLP (1) 2020: 4106-4118 - [c35]Ian Stewart, Diyi Yang, Jacob Eisenstein:
Characterizing Collective Attention via Descriptor Context: A Case Study of Public Discussions of Crisis Events. ICWSM 2020: 650-660 - [i10]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng Chau:
RECAST: Interactive Auditing of Automatic Toxicity Detection Models. CoRR abs/2001.01819 (2020) - [i9]Jiaao Chen, Yuwei Wu, Diyi Yang:
Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses. CoRR abs/2004.10972 (2020) - [i8]Jiaao Chen, Zichao Yang, Diyi Yang:
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. CoRR abs/2004.12239 (2020) - [i7]Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das:
ToTTo: A Controlled Table-To-Text Generation Dataset. CoRR abs/2004.14373 (2020) - [i6]Jiaao Chen, Diyi Yang:
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. CoRR abs/2010.01672 (2020) - [i5]Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang:
Local Additivity Based Data Augmentation for Semi-supervised NER. CoRR abs/2010.01677 (2020) - [i4]Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. CoRR abs/2010.04625 (2020) - [i3]Kunal Chawla, Diyi Yang:
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization. CoRR abs/2010.05090 (2020)
2010 – 2019
- 2019
- [j3]Lu Sun, Robert E. Kraut, Diyi Yang:
Multi-level Modeling of Social Roles in Online Micro-lending Platforms. Proc. ACM Hum. Comput. Interact. 3(CSCW): 133:1-133:25 (2019) - [c34]Diyi Yang, Zheng Yao, Joseph Seering, Robert E. Kraut:
The Channel Matters: Self-disclosure, Reciprocity and Social Support in Online Cancer Support Groups. CHI 2019: 31 - [c33]Diyi Yang, Robert E. Kraut, Tenbroeck Smith, Elijah Mayfield, Dan Jurafsky:
Seekers, Providers, Welcomers, and Storytellers: Modeling Social Roles in Online Health Communities. CHI 2019: 344 - [c32]Diyi Yang, Jiaao Chen, Zichao Yang, Dan Jurafsky, Eduard H. Hovy:
Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms. NAACL-HLT (1) 2019: 3620-3630 - [e1]Amittai Axelrod, Diyi Yang, Rossana Cunha, Samira Shaikh, Zeerak Waseem:
Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-42-0 [contents] - [i2]Ian Stewart, Diyi Yang, Jacob Eisenstein:
Characterizing Collective Attention via Descriptor Context in Public Discussions of Crisis Events. CoRR abs/1909.08784 (2019) - [i1]Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky, Diyi Yang:
Automatically Neutralizing Subjective Bias in Text. CoRR abs/1911.09709 (2019) - 2018
- [j2]Fengli Xu, Guozhen Zhang, Zhilong Chen, Jiaxin Huang, Yong Li, Diyi Yang, Ben Y. Zhao, Fanchao Meng:
Understanding Motivations behind Inaccurate Check-ins. Proc. ACM Hum. Comput. Interact. 2(CSCW): 188:1-188:22 (2018) - [c31]Diyi Yang, Scott Counts:
Understanding Self-Narration of Personally Experienced Racism on Reddit. ICWSM 2018: 704-707 - 2017
- [j1]Diyi Yang, Robert E. Kraut:
Persuading Teammates to Give: Systematic versus Heuristic Cues for Soliciting Loans. Proc. ACM Hum. Comput. Interact. 1(CSCW): 114:1-114:21 (2017) - [c30]Diyi Yang, Robert E. Kraut, John M. Levine:
Commitment of Newcomers and Old-timers to Online Health Support Communities. CHI 2017: 6363-6375 - [c29]Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy:
Identifying Semantic Edit Intentions from Revisions in Wikipedia. EMNLP 2017: 2000-2010 - [c28]Diyi Yang, Zheng Yao, Robert E. Kraut:
Self-Disclosure and Channel Difference in Online Health Support Groups. ICWSM 2017: 704-707 - 2016
- [c27]Diyi Yang, Robert E. Kraut, Carolyn P. Rosé:
Exploring the Effect of Student Confusion in Massive Open Online Courses. EDM 2016: 8 - [c26]Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy:
Who Did What: Editor Role Identification in Wikipedia. ICWSM 2016: 446-455 - [c25]Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy:
Edit Categories and Editor Role Identification in Wikipedia. LREC 2016 - [c24]Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alexander J. Smola, Eduard H. Hovy:
Hierarchical Attention Networks for Document Classification. HLT-NAACL 2016: 1480-1489 - 2015
- [c23]Diyi Yang, Miaomiao Wen, Carolyn P. Rosé:
Weakly Supervised Role Identification in Teamwork Interactions. ACL (1) 2015: 1671-1680 - [c22]Oliver Ferschke, Diyi Yang, Gaurav Tomar, Carolyn Penstein Rosé:
Positive Impact of Collaborative Chat Participation in an edX MOOC. AIED 2015: 115-124 - [c21]Iris K. Howley, Gaurav Tomar, Diyi Yang, Oliver Ferschke, Carolyn Penstein Rosé:
Alleviating the Negative Effect of Up and Downvoting on Help Seeking in MOOC Discussion Forums. AIED 2015: 629-632 - [c20]Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé:
Virtual Teams in Massive Open Online Courses. AIED 2015: 820-824 - [c19]Oliver Ferschke, Iris K. Howley, Gaurav Tomar, Diyi Yang, Yu Liu, Carolyn Penstein Rosé:
Fostering Discussion across Communication Media in Massive Open Online Courses. CSCL 2015 - [c18]Alyssa Friend Wise, Roger Azevedo, Karsten Stegmann, Jonna Malmberg, Carolyn Penstein Rosé, Nicholas Mudrick, Michelle Taub, Seth A. Martin, Jesse J. Farnsworth, Jin Mu, Hanna Järvenoja, Sanna Järvelä, Miaomiao Wen, Diyi Yang, Frank Fischer:
CSCL and Learning Analytics: Opportunities to Support Social Interaction, Self-Regulation and Socially Shared Regulation. CSCL 2015 - [c17]Xu Wang, Diyi Yang, Miaomiao Wen, Kenneth R. Koedinger, Carolyn P. Rosé:
Investigating How Student's Cognitive Behavior in MOOC Discussion Forum Affect Learning Gains. EDM 2015: 226-233 - [c16]Diyi Yang, Alon Lavie, Chris Dyer, Eduard H. Hovy:
Humor Recognition and Humor Anchor Extraction. EMNLP 2015: 2367-2376 - [c15]William Yang Wang, Diyi Yang:
That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets. EMNLP 2015: 2557-2563 - [c14]Diyi Yang, Miaomiao Wen, Iris K. Howley, Robert E. Kraut, Carolyn P. Rosé:
Exploring the Effect of Confusion in Discussion Forums of Massive Open Online Courses. L@S 2015: 121-130 - [c13]Pengtao Xie, Diyi Yang, Eric P. Xing:
Incorporating Word Correlation Knowledge into Topic Modeling. HLT-NAACL 2015: 725-734 - 2014
- [c12]Diyi Yang, Jingbo Shang, Carolyn Penstein Rosé:
Constrained Question Recommendation in MOOCs via Submodularity. CIKM 2014: 1987-1990 - [c11]Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé:
Sentiment Analysis in MOOC Discussion Forums: What does it tell us? EDM 2014: 130-137 - [c10]Diyi Yang, Mario Piergallini, Iris K. Howley, Carolyn Penstein Rosé:
Forum Thread Recommendation for Massive Open Online Courses. EDM 2014: 257-260 - [c9]Diyi Yang, Miaomiao Wen, Carolyn P. Rosé:
Peer Influence on Attrition in Massively Open Online Courses. EDM 2014: 405-406 - [c8]Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé:
Linguistic Reflections of Student Engagement in Massive Open Online Courses. ICWSM 2014 - [c7]Carolyn Penstein Rosé, Ryan Carlson, Diyi Yang, Miaomiao Wen, Lauren B. Resnick, Pam Goldman, Jennifer Sherer:
Social factors that contribute to attrition in MOOCs. L@S 2014: 197-198 - [c6]Diyi Yang, David Adamson, Carolyn Penstein Rosé:
Question recommendation with constraints for massive open online courses. RecSys 2014: 49-56 - 2013
- [c5]Haifeng Xu, Bin Gao, Diyi Yang, Tie-Yan Liu:
Predicting advertiser bidding behaviors in sponsored search by rationality modeling. WWW 2013: 1433-1444 - 2012
- [c4]Bing Cheng, Tianqi Chen, Diyi Yang, Weinan Zhang, Yongqiang Wang, Yong Yu:
Feature Based Informative Model for Discriminating Favorite Items from Unrated Ones. APWeb 2012: 146-157 - [c3]Diyi Yang, Tianqi Chen, Weinan Zhang, Qiuxia Lu, Yong Yu:
Local implicit feedback mining for music recommendation. RecSys 2012: 91-98 - [c2]Diyi Yang, Tianqi Chen, Weinan Zhang, Yong Yu:
Collaborative filtering with short term preferences mining. SIGIR 2012: 1043-1044 - [c1]Qiuxia Lu, Tianqi Chen, Weinan Zhang, Diyi Yang, Yong Yu:
Serendipitous Personalized Ranking for Top-N Recommendation. Web Intelligence 2012: 258-265
Coauthor Index
[j18] [c141] [c138] [c132] [i113] [i97] [j13] [c128] [c122] [c120] [c114] [c111] [c110] [c104] [c101] [i95] [i92] [i90] [i87] [i73] [i65] [i61] [c93] [c90] [c88] [c81] [i58] [i54] [i43] [i36] [c67] [c65] [c54] [c50] [c48] [i35] [i30] [i29] [i27] [i25] [c46] [c44] [c40] [c39] [c36] [i9] [i8] [i6] [i5] [i4] [c32]
Carolyn P. Rosé
aka: Carolyn Penstein Rosé
aka: Carolyn Penstein Rosé
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