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ORCIDNAACL-HLT Findings 2022: Seattle, WA, USA
- Marine Carpuat, Marie-Catherine de Marneffe, Iván Vladimir Meza Ruíz:
Findings of the Association for Computational Linguistics: NAACL 2022, Seattle, WA, United States, July 10-15, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-76-6 - Frontmatter.
- Mubashara Akhtar, Oana Cocarascu, Elena Simperl:
PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking. 1-16 - Daniel Spokoyny, Ivan Lee, Zhao Jin, Taylor Berg-Kirkpatrick:
Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context. 17-29 - Yue Zhang, Hongliang Fei, Dingcheng Li, Ping Li:
PromptGen: Automatically Generate Prompts using Generative Models. 30-37 - Bowen Yang, Cong Han, Yu Li, Lei Zuo, Zhou Yu:
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta-Information. 38-48 - 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. 49-60 - David Wadden, Kyle Lo, Lucy Lu Wang
, Arman Cohan, Iz Beltagy, Hannaneh Hajishirzi:
MultiVerS: Improving scientific claim verification with weak supervision and full-document context. 61-76 - Anastassia Kornilova, Vladimir Eidelman, Daniel Douglass:
An Item Response Theory Framework for Persuasion. 77-86 - Zhao Meng, Yihan Dong, Mrinmaya Sachan, Roger Wattenhofer:
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks. 87-101 - Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong:
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation. 102-111 - Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, Murad Mohammad, Chitta Baral:
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning. 112-128 - Iman Jundi, Gabriella Lapesa:
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer. 129-150 - Yue Feng, Zhen Han, Mingming Sun, Ping Li:
Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge. 151-156 - Bill Yuchen Lin, Chaoyang He, Zihang Ze, Hulin Wang, Yufen Hua, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr:
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks. 157-175 - Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li:
SemAttack: Natural Textual Attacks via Different Semantic Spaces. 176-205 - Nikolai Vogler, Jonathan Parkes Allen, Matthew Thomas Miller, Taylor Berg-Kirkpatrick:
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription. 206-216 - Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu:
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models. 217-228 - Daniel Liebling, Katherine A. Heller, Samantha Robertson, Wesley Hanwen Deng:
Opportunities for Human-centered Evaluation of Machine Translation Systems. 229-240 - Ruibo Liu, Ge Zhang, Xinyu Feng, Soroush Vosoughi:
Aligning Generative Language Models with Human Values. 241-252 - Ritam Dutt, Kasturi Bhattacharjee, Rashmi Gangadharaiah, Dan Roth, Carolyn P. Rosé:
PerKGQA: Question Answering over Personalized Knowledge Graphs. 253-268 - Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song:
Zero-shot Cross-lingual Conversational Semantic Role Labeling. 269-281 - Ankan Mullick, Sukannya Purkayastha, Pawan Goyal, Niloy Ganguly:
A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection. 282-292 - Sihao Chen, Siyi Liu, Xander Uyttendaele, Yi Zhang, William Bruno, Dan Roth:
Design Challenges for a Multi-Perspective Search Engine. 293-303 - Diego Ortiz, José G. Moreno, Gilles Hubert, Karen Pinel-Sauvagnat, Lynda Tamine:
Exploring the Value of Multi-View Learning for Session-Aware Query Representation. 304-315 - Yang Li, Guodong Long, Tao Shen, Jing Jiang:
Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision. 316-326 - Zhen Zhang, Wei Zhu, Jinfan Zhang, Peng Wang, Rize Jin, Tae-Sun Chung:
PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting. 327-338 - Niket Tandon, Aman Madaan, Peter Clark, Yiming Yang:
Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback. 339-352 - Sian Gooding, Manuel Tragut:
One Size Does Not Fit All: The Case for Personalised Word Complexity Models. 353-365 - Bornali Phukon, Anasua Mitra, Sanasam Ranbir Singh, Priyankoo Sarmah:
TEAM: A multitask learning based Taxonomy Expansion approach for Attach and Merge. 366-378 - Shuaicheng Zhang, Qiang Ning, Lifu Huang:
Extracting Temporal Event Relation with Syntax-guided Graph Transformer. 379-390 - Jaron Mar, Jiamou Liu:
From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory. 391-409 - Ana Marasovic, Iz Beltagy, Doug Downey, Matthew E. Peters:
Few-Shot Self-Rationalization with Natural Language Prompts. 410-424 - Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson:
DOCmT5: Document-Level Pretraining of Multilingual Language Models. 425-437 - Aakanksha Naik, Sravanthi Parasa, Sergey Feldman, Lucy Lu Wang, Tom Hope:
Literature-Augmented Clinical Outcome Prediction. 438-453 - Zhenzhen Li, Yuyang Zhang, Jian-Yun Nie, Dongsheng Li:
Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text. 454-464 - Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth:
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner. 465-475 - Adyasha Maharana, Quan Hung Tran, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Mohit Bansal:
Multimodal Intent Discovery from Livestream Videos. 476-489 - Md Mosharaf Hossain, Luke Holman, Anusha Kakileti, Tiffany Kao, Nathan Raul Brito, Aaron Abraham Mathews, Eduardo Blanco:
A Question-Answer Driven Approach to Reveal Affirmative Interpretations from Verbal Negations. 490-503 - Chengyue Gong, Xiaocong Du, Dhruv Choudhary, Bhargav Bhushanam, Qiang Liu, Arun Kejariwal:
Harmless Transfer Learning for Item Embeddings. 504-516 - Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal:
Fine-grained Image Captioning with CLIP Reward. 517-527 - Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou:
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control. 528-535 - Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schütze:
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. 536-550 - Afra Feyza Akyürek, Sejin Paik, Muhammed Yusuf Kocyigit, Seda Akbiyik, Serife Leman Runyun, Derry Wijaya:
On Measuring Social Biases in Prompt-Based Multi-Task Learning. 551-564 - Chang Tian, Wenpeng Yin, Marie-Francine Moens:
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. 565-577 - Seth Kulick, Neville Ryant, Beatrice Santorini:
Penn-Helsinki Parsed Corpus of Early Modern English: First Parsing Results and Analysis. 578-593 - Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian J. McAuley:
Instilling Type Knowledge in Language Models via Multi-Task QA. 594-603 - Elan Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri, Murali Annavaram, Aram Galstyan, Greg Ver Steeg:
StATIK: Structure and Text for Inductive Knowledge Graph Completion. 604-615 - Maria Nadejde, Anna Currey, Benjamin Hsu, Xing Niu, Marcello Federico, Georgiana Dinu:
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality. 616-632 - Jialu Li, Hao Tan, Mohit Bansal:
CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations. 633-649 - Jesin James, Vithya Yogarajan, Isabella Shields, Catherine I. Watson, Peter Keegan, Keoni Mahelona, Peter-Lucas Jones:
Language Models for Code-switch Detection of te reo Māori and English in a Low-resource Setting. 650-660 - Kushal Chawla, Gale M. Lucas, Jonathan May, Jonathan Gratch:
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation. 661-674 - Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze:
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. 675-692 - Yasumasa Onoe, Michael J. Q. Zhang, Eunsol Choi, Greg Durrett:
Entity Cloze By Date: What LMs Know About Unseen Entities. 693-702 - Yongtai Liu, Joshua Maynez, Gonçalo Simões, Shashi Narayan:
Data Augmentation for Low-Resource Dialogue Summarization. 703-710 - Yang Zhao, Hua Qin, Zhenyu Wang, Changxi Zhu, Shihan Wang:
A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning. 711-723 - Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang:
LongT5: Efficient Text-To-Text Transformer for Long Sequences. 724-736 - Jakub Pokrywka, Filip Gralinski, Krzysztof Jassem, Karol Kaczmarek, Krzysztof Jurkiewicz, Piotr Wierzchon:
Challenging America: Modeling language in longer time scales. 737-749 - Jivat Neet Kaur, Sumit Bhatia, Milan Aggarwal, Rachit Bansal, Balaji Krishnamurthy:
LM-CORE: Language Models with Contextually Relevant External Knowledge. 750-769 - Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong:
A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis. 770-787 - Sarthak Dash, Sugato Bagchi, Nandana Mihindukulasooriya, Alfio Gliozzo:
Permutation Invariant Strategy Using Transformer Encoders for Table Understanding. 788-800 - Simone Tedeschi, Roberto Navigli:
MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation). 801-812 - Haeju Lee, Oh Joon Kwon, Yunseon Choi, Minho Park, Ran Han, Yoonhyung Kim, Jinhyeon Kim, Youngjune Lee, Haebin Shin, Kangwook Lee, Kee-Eung Kim:
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents. 813-830 - Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver:
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment. 831-843 - Azlaan Mustafa Samad, Kshitij Mishra, Mauajama Firdaus, Asif Ekbal:
Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems. 844-856 - Jin Cao, Chandana Satya Prakash, Wael Hamza:
Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU. 857-866 - Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum:
The Limits of Word Level Differential Privacy. 867-881 - Christos Papadopoulos, Yannis Panagakis, Manolis Koubarakis, Mihalis Nicolaou:
Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT. 882-890 - Mayank Kulkarni, Debanjan Mahata, Ravneet Arora, Rajarshi Bhowmik:
Learning Rich Representation of Keyphrases from Text. 891-906 - Yu Lin, Zhecheng An, Peihao Wu, Zejun Ma:
Improving Contextual Representation with Gloss Regularized Pre-training. 907-920 - Victor Steinborn, Philipp Dufter, Haris Jabbar, Hinrich Schütze:
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models. 921-932 - Simiao Zuo, Yue Yu, Chen Liang, Haoming Jiang, Siawpeng Er, Chao Zhang, Tuo Zhao, Hongyuan Zha:
Self-Training with Differentiable Teacher. 933-949 - Liwen Zhang, Zixia Jia, Wenjuan Han, Zilong Zheng, Kewei Tu:
SHARP: Search-Based Adversarial Attack for Structured Prediction. 950-961 - Gullal Singh Cheema, Sherzod Hakimov, Abdul Sittar, Eric Müller-Budack, Christian Otto, Ralph Ewerth:
MM-Claims: A Dataset for Multimodal Claim Detection in Social Media. 962-979 - Zechen Li, Anders Søgaard:
QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning. 980-996 - Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang:
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. 997-1009 - Elazar Gershuni, Yuval Pinter:
Restoring Hebrew Diacritics Without a Dictionary. 1010-1018 - Hwanhee Lee, Kang Min Yoo, Joonsuk Park, Hwaran Lee, Kyomin Jung:
Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking. 1019-1030 - Philipp Jonas Rösch, Jindrich Libovický:
Probing the Role of Positional Information in Vision-Language Models. 1031-1041 - Shanu Kumar, Sandipan Dandapat, Monojit Choudhury:
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer. 1042-1055 - Xiaozhi Zhu, Tianyong Hao, Sijie Cheng, Fu Lee Wang, Hai Liu:
A Self-supervised Joint Training Framework for Document Reranking. 1056-1065 - Xin Wang, Yasheng Wang, Yao Wan, Jiawei Wang, Pingyi Zhou, Li Li, Hao Wu, Jin Liu:
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training. 1066-1077 - Yaqing Wang, Xin Tian, Haoyi Xiong, Yueyang Li, Zeyu Chen, Sheng Guo, Dejing Dou:
RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning. 1078-1084 - Junping Liu, Shijie Mei, Xinrong Hu, Xun Yao, Jie (Jack) Yang, Yi Guo:
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering. 1085-1094 - Yibin Lei, Yu Cao, Dianqi Li, Tianyi Zhou, Meng Fang, Mykola Pechenizkiy:
Phrase-level Textual Adversarial Attack with Label Preservation. 1095-1112 - Vaibhav Varshney, Mayur Patidar, Rajat Kumar, Lovekesh Vig, Gautam Shroff:
Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection. 1113-1127 - Peggy Tang, Kun Hu, Rui Yan, Lei Zhang, Junbin Gao, Zhiyong Wang:
OTExtSum: Extractive Text Summarisation with Optimal Transport. 1128-1141 - Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov:
Speeding Up Entmax. 1142-1158 - Saziye Betül Özates, Arzucan Özgür, Tunga Gungor, Özlem Çetinoglu:
Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks. 1159-1171 - Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. 1172-1184 - Ziyang Luo, Yadong Xi, Jing Ma, Zhiwei Yang, Xiaoxi Mao, Changjie Fan, Rongsheng Zhang:
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks. 1185-1197 - Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov:
Towards Computationally Feasible Deep Active Learning. 1198-1218 - Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou:
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. 1219-1232 - Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu:
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training. 1233-1246 - Divya V. Sharma, Arun Balaji Buduru:
FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems. 1247-1258 - Momchil Hardalov, Arnav Arora, Preslav Nakov, Isabelle Augenstein:
A Survey on Stance Detection for Mis- and Disinformation Identification. 1259-1277 - Jin Liu, Chongfeng Fan, Fengyu Zhou, Huijuan Xu:
Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency. 1278-1291 - Yunjie Ji, Liangyu Chen, Chenxiao Dou, Baochang Ma, Xiangang Li:
To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning. 1292-1300 - Prakhar Gupta, Harsh Jhamtani, Jeffrey P. Bigham:
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation. 1301-1317 - Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad, Kazi Samin Mubasshir, Md Saiful Islam, Anindya Iqbal, M. Sohel Rahman, Rifat Shahriyar:
BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla. 1318-1327 - Shujian Zhang, Chengyue Gong, Xingchao Liu, Pengcheng He, Weizhu Chen, Mingyuan Zhou:
ALLSH: Active Learning Guided by Local Sensitivity and Hardness. 1328-1342 - Yutong Shao, Nikita Bhutani, Sajjadur Rahman, Estevam Hruschka:
Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text. 1343-1353 - Yujian Liu, Xinliang Frederick Zhang, David Wegsman, Nicholas Beauchamp, Lu Wang:
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection. 1354-1374 - Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention. 1375-1388 - Md. Akmal Haidar, Nithin Anchuri, Mehdi Rezagholizadeh, Abbas Ghaddar, Philippe Langlais, Pascal Poupart:
RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation. 1389-1400 - Zhicheng Yang, Jinghui Qin, Jiaqi Chen, Xiaodan Liang:
Unbiased Math Word Problems Benchmark for Mitigating Solving Bias. 1401-1408 - Yukun Feng, Feng Li, Ziang Song, Boyuan Zheng, Philipp Koehn:
Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation. 1409-1420 - Kosuke Nishida, Kyosuke Nishida, Shuichi Nishioka:
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions. 1421-1430 - Le Qi, Yu Zhang, Qingyu Yin, Guidong Zheng, Wen Junjie, Jinlong Li, Ting Liu:
All Information is Valuable: Question Matching over Full Information Transmission Network. 1431-1440 - Junwei Yang, Zequn Liu, Ming Zhang, Sheng Wang:
Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation. 1441-1454 - Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu:
Exploring Neural Models for Query-Focused Summarization. 1455-1468 - Eleftheria Briakou, Sida I. Wang, Luke Zettlemoyer, Marjan Ghazvininejad:
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation. 1469-1485 - Lidiya Murakhovs'ka, Chien-Sheng Wu, Philippe Laban, Tong Niu, Wenhao Liu, Caiming Xiong:
MixQG: Neural Question Generation with Mixed Answer Types. 1486-1497