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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 - Guy D. Rosin, Kira Radinsky:
Temporal Attention for Language Models. 1498-1508 - Arthur Brazinskas, Ramesh Nallapati, Mohit Bansal, Markus Dreyer:
Efficient Few-Shot Fine-Tuning for Opinion Summarization. 1509-1523 - Barlas Oguz, Kushal Lakhotia, Anchit Gupta, Patrick S. H. Lewis, Vladimir Karpukhin, Aleksandra Piktus, Xilun Chen, Sebastian Riedel, Scott Yih, Sonal Gupta, Yashar Mehdad:
Domain-matched Pre-training Tasks for Dense Retrieval. 1524-1534 - Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Scott Yih:
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering. 1535-1546 - Arshdeep Sekhon, Yangfeng Ji, Matthew B. Dwyer, Yanjun Qi:
White-box Testing of NLP models with Mask Neuron Coverage. 1547-1558 - Piotr Nawrot, Szymon Tworkowski, Michal Tyrolski, Lukasz Kaiser, Yuhuai Wu, Christian Szegedy, Henryk Michalewski:
Hierarchical Transformers Are More Efficient Language Models. 1559-1571 - Shivam Sharma, Md. Shad Akhtar, Preslav Nakov, Tanmoy Chakraborty:
DISARM: Detecting the Victims Targeted by Harmful Memes. 1572-1588 - Yongfei Liu, Chenfei Wu, Shao-Yen Tseng, Vasudev Lal, Xuming He, Nan Duan:
KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation. 1589-1600 - Qiushi Guo, Xin Wang, Dehong Gao:
Dependency Position Encoding for Relation Extraction. 1601-1606 - Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. 1607-1618 - Shaden Shaar, Firoj Alam, Giovanni Da San Martino, Preslav Nakov:
The Role of Context in Detecting Previously Fact-Checked Claims. 1619-1631 - Jiarun Wu, Qingliang Chen, Zeguan Xiao, Yuliang Gu, Mengsi Sun:
Pruning Adatperfusion with Lottery Ticket Hypothesis. 1632-1646 - Georgios Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski:
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. 1647-1659 - Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu:
Post-Training Dialogue Summarization using Pseudo-Paraphrasing. 1660-1669 - Yiyi Liu, Yequan Wang, Aixin Sun, Xuying Meng, Jing Li, Jiafeng Guo:
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict. 1670-1680 - G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Saswati Dana, Dinesh Garg, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray, L. Venkata Subramaniam:
Zero-shot Entity Linking with Less Data. 1681-1697 - Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi:
GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction. 1698-1708 - Chao Zhao, Faeze Brahman, Tenghao Huang, Snigdha Chaturvedi:
Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach. 1709-1718 - Tianlu Wang, Rohit Sridhar, Diyi Yang, Xuezhi Wang:
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models. 1719-1729 - Jinhao Jiang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao:
$Great Truths are Always Simple: $ A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models. 1730-1741 - Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen:
Analyzing the Intensity of Complaints on Social Media. 1742-1754 - Effi Levi, Guy Mor, Tamir Sheafer, Shaul R. Shenhav:
Detecting Narrative Elements in Informational Text. 1755-1765 - Zhuoyuan Mao, Chenhui Chu, Raj Dabre, Haiyue Song, Zhen Wan, Sadao Kurohashi:
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? 1766-1775 - Lu Sun, Yongliang Shen, Weiming Lu:
Minimally-Supervised Relation Induction from Pre-trained Language Model. 1776-1786 - Minhao Zhang, Ruoyu Zhang, Yanzeng Li, Lei Zou:
Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base. 1787-1798 - Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu:
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. 1799-1810 - Jeonghwan Kim, Junmo Kang, Kyung-Min Kim, Giwon Hong, Sung-Hyon Myaeng:
Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering. 1811-1821 - Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang:
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction. 1822-1831 - Haneul Yoo, Jiho Jin, Juhee Son, JinYeong Bak, Kyunghyun Cho, Alice Oh:
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea. 1832-1844 - Kuan Xu, Yongbo Wang, Yongliang Wang, Zihao Wang, Zujie Wen, Yang Dong:
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising. 1845-1853 - Jiaheng Liu, Tan Yu, Hanyu Peng, Mingming Sun, Ping Li:
Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval. 1854-1862 - Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Yi Zheng, Baoxing Huai, Nicholas Jing Yuan:
Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition. 1863-1873 - Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury, Animesh Mukherjee:
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection. 1874-1886 - Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang:
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation. 1887-1905 - Quanbin Wang, Xiexiong Lin, Feng Wang:
A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation. 1906-1918 - Duy-Hung Nguyen, Nguyen-Viet-Dung Nghiem, Bao-Sinh Nguyen, Dung Tien Le, Shahab Sabahi, Minh-Tien Nguyen, Hung Le:
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback. 1919-1930 - Yuwei Cao, William Groves, Tanay Kumar Saha, Joel R. Tetreault, Alejandro Jaimes, Hao Peng, Philip S. Yu:
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction. 1931-1942 - Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. 1943-1951 - Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Event Detection for Suicide Understanding. 1952-1961 - Joseph McDonald, Baolin Li, Nathan C. Frey, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi:
Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models. 1962-1970 - Jorge Sánchez, Mauricio Mazuecos, Hernán Maina, Luciana Benotti:
What kinds of errors do reference resolution models make and what can we learn from them? 1971-1986 - Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu:
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels. 1987-1997 - Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski:
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. 1998-2013 - Linqing Liu, Patrick S. H. Lewis, Sebastian Riedel, Pontus Stenetorp:
Challenges in Generalization in Open Domain Question Answering. 2014-2029 - Myeongjun Jang, Frank Mtumbuka, Thomas Lukasiewicz:
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence. 2030-2042 - Haoran Xu, Kenton Murray:
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer. 2043-2059 - Zhengxiang Shi, Yue Feng, Aldo Lipani:
Learning to Execute Actions or Ask Clarification Questions. 2060-2070 - Jin Qian, Bowei Zou, Mengxing Dong, Xiao Li, AiTi Aw, Yu Hong:
Capturing Conversational Interaction for Question Answering via Global History Reasoning. 2071-2078 - Erguang Yang, Chenglin Bai, Deyi Xiong, Yujie Zhang, Yao Meng, Jinan Xu, Yufeng Chen:
Learning Structural Information for Syntax-Controlled Paraphrase Generation. 2079-2090 - Liam Cripwell, Joël Legrand, Claire Gardent:
Controllable Sentence Simplification via Operation Classification. 2091-2103 - Yujie Xing, Jinglun Cai, Nils Barlaug, Peng Liu, Jon Atle Gulla:
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation. 2104-2120 - Xin Sheng, Linli Xu, Yinlong Xu, Deqiang Jiang, Bo Ren:
Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net. 2121-2132 - Jun Zhu, Céline Hudelot:
Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning. 2133-2140 - Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering. 2141-2155 - Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He:
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. 2156-2170 - Kunbo Ding, Weijie Liu, Yuejian Fang, Zhe Zhao, Qi Ju, Xuefeng Yang, Rong Tian, Zhu Tao, Haoyan Liu, Han Guo, Xingyu Bai, Weiquan Mao, Yudong Li, Weigang Guo, Taiqiang Wu, Ningyuan Sun:
Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching. 2171-2181 - Roy Schwartz, Gabriel Stanovsky:
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations. 2182-2194 - Siyu Ren, Kenny Q. Zhu:
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning. 2195-2207 - Qiqi Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Ruofan Wang:
D2GCLF: Document-to-Graph Classifier for Legal Document Classification. 2208-2221 - Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang:
A Label-Aware Autoregressive Framework for Cross-Domain NER. 2222-2232 - Jaehyung Seo, Seounghoon Lee, Chanjun Park, Yoonna Jang, Hyeonseok Moon, Sugyeong Eo, Seonmin Koo, Heuiseok Lim:
A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation. 2233-2249 - Yifei Zhou, Yansong Feng:
Improve Discourse Dependency Parsing with Contextualized Representations. 2250-2261 - Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao:
LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners. 2262-2281 - Zhen Li, Bing Xu, Conghui Zhu, Tiejun Zhao:
CLMLF: A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection. 2282-2294 - Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song:
Weakly Supervised Text Classification using Supervision Signals from a Language Model. 2295-2305 - Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Yining Chen, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan:
Analytical Reasoning of Text. 2306-2319 - Yunfan Hu, Zhaopeng Qiu, Xian Wu:
Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback. 2320-2329 - Zhijing Wu, Hua Xu, Jingliang Fang, Kai Gao:
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation. 2330-2339 - Wang Xu, Tiejun Zhao:
Jointly Learning Guidance Induction and Faithful Summary Generation via Conditional Variational Autoencoders. 2340-2350 - Charlie Snell, Sherry Yang, Justin Fu, Yi Su, Sergey Levine:
Context-Aware Language Modeling for Goal-Oriented Dialogue Systems. 2351-2366 - Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston:
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. 2367-2387 - Peide Zhu, Claudia Hauff:
Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training. 2388-2401 - Patrick Huber, Armen Aghajanyan, Barlas Oguz, Dmytro Okhonko, Scott Yih, Sonal Gupta, Xilun Chen:
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training. 2402-2420 - Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch:
The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank. 2421-2432 - Shusen Wang, Bin Duan, Yanan Wu, Yajing Xu:
Learning Discriminative Representations for Open Relation Extraction with Instance Ranking and Label Calibration. 2433-2438 - Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre:
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning. 2439-2455 - Shusen Wang, Bosen Zhang, Yajing Xu, Yanan Wu, Bo Xiao:
RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction. 2456-2468 - Minh Quang Pham, François Yvon, Josep Maria Crego:
Latent Group Dropout for Multilingual and Multidomain Machine Translation. 2469-2481 - Liang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang:
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs. 2482-2496 - Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier:
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. 2497-2507 - Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li:
MTG: A Benchmark Suite for Multilingual Text Generation. 2508-2527 - Tomer Wolfson, Daniel Deutch, Jonathan Berant:
Weakly Supervised Text-to-SQL Parsing through Question Decomposition. 2528-2542 - Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Mingfei Cheng, Guang Chen:
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning. 2543-2556 - Md. Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann:
DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation. 2557-2571 - Senhui Zhang, Tao Ji, Wendi Ji, Xiaoling Wang:
Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction. 2572-2580 - Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang:
KETOD: Knowledge-Enriched Task-Oriented Dialogue. 2581-2593 - Ze Yang, Christian Wang, Zhoujin Tian, Wei Wu, Zhoujun Li:
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization. 2594-2607 - Chin-Lun Fu, Zih-Ching Chen, Yun-Ru Lee, Hung-yi Lee:
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks. 2608-2621 - Huan Lin, Baosong Yang, Liang Yao, Dayiheng Liu, Haibo Zhang, Jun Xie, Min Zhang, Jinsong Su:
Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation. 2622-2632 - Zhengyuan Liu, Nancy F. Chen:
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. 2633-2648 - Qi Zeng, Qiusi Zhan, Heng Ji:
EA²E: Improving Consistency with Event Awareness for Document-Level Argument Extraction. 2649-2655 - Huaiyuan Ying, Shengxuan Luo, Tiantian Dang, Sheng Yu:
Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition. 2656-2666 - Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Xuanjing Huang, Jianqing Fan:
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval. 2667-2678 - Yong Cao, Wei Li, Xianzhi Li, Min Chen, Guangyong Chen, Long Hu, Zhengdao Li, Kai Hwang:
Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation. 2679-2690 - Eileen Wang, Soyeon Caren Han, Josiah Poon:
RoViST: Learning Robust Metrics for Visual Storytelling. 2691-2702 - Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song:
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. 2703-2714 - Simone Tedeschi, Federico Martelli, Roberto Navigli:
ID10M: Idiom Identification in 10 Languages. 2715-2726 - Enrico Liscio, Alin Dondera, Andrei Geadau, Catholijn M. Jonker, Pradeep K. Murukannaiah:
Cross-Domain Classification of Moral Values. 2727-2745
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