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2020 – today
- 2023
[i63]Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang:
Parameter-Efficient Fine-Tuning Design Spaces. CoRR abs/2301.01821 (2023)- [i62]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) - [i61]Yanzhe Zhang, Lu Jiang, Greg Turk, Diyi Yang:
Auditing Gender Presentation Differences in Text-to-Image Models. CoRR abs/2302.03675 (2023) - [i60]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) - [i59]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) - 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 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 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 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 - [i58]Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Continual Sequence Generation with Adaptive Compositional Modules. CoRR abs/2203.10652 (2022) - [i57]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) - [i56]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) - [i55]Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang:
Inducing Positive Perspectives with Text Reframing. CoRR abs/2204.02952 (2022) - [i54]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) - [i53]Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang:
VALUE: Understanding Dialect Disparity in NLU. CoRR abs/2204.03031 (2022) - [i52]Omar Shaikh, Cassandra Ung, Diyi Yang, Felipe A. Chacon:
Six Feet Apart: Online Payments During the COVID-19 Pandemic. CoRR abs/2204.13895 (2022) - [i51]Jingfeng Yang, Le Zhang, Diyi Yang:
SUBS: Subtree Substitution for Compositional Semantic Parsing. CoRR abs/2205.01538 (2022) - [i50]Le Zhang, Zichao Yang, Diyi Yang:
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding. CoRR abs/2205.06153 (2022) - [i49]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) - [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 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 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]