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ACL 2022: Dublin, Ireland
- Smaranda Muresan, Preslav Nakov, Aline Villavicencio:
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-21-6 - Frontmatter.
- Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
AdapLeR: Speeding up Inference by Adaptive Length Reduction. 1-15 - Anya Belz, Maja Popovic, Simon Mille:
Quantified Reproducibility Assessment of NLP Results. 16-28 - Sangwon Yu, Jongyoon Song, Heeseung Kim, Seongmin Lee, Woo-Jong Ryu, Sungroh Yoon:
Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings. 29-45 - Amit Seker, Elron Bandel, Dan Bareket, Idan Brusilovsky, Refael Shaked Greenfeld, Reut Tsarfaty:
AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level. 46-56 - Moxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He, Fengbin Zhu, Tat-Seng Chua:
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning. 57-69 - George-Eduard Zaharia, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu:
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification. 70-80 - Bin Liang, Qinglin Zhu, Xiang Li, Min Yang, Lin Gui, Yulan He, Ruifeng Xu:
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection. 81-91 - Govardana Sachithanandam Ramachandran, Kazuma Hashimoto, Caiming Xiong:
[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue. 92-102 - Zhiyuan Ma, Jianjun Li, Guohui Li, Yongjing Cheng:
UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System. 103-114 - Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz:
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking. 115-126 - Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei:
Attention Temperature Matters in Abstractive Summarization Distillation. 127-141 - Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. 142-157 - Changzai Pan, Maosong Sun, Ke Deng:
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference. 158-169 - Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin, Richong Zhang:
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition. 170-179 - Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Davide Freddi:
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature. 180-189 - Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Yijue Wang, Sung-En Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Sanguthevar Rajasekaran, Hang Liu, Caiwen Ding:
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm. 190-200 - Nishant Kambhatla, Logan Born, Anoop Sarkar:
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation. 201-218 - Vaidehi Patil, Partha P. Talukdar, Sunita Sarawagi:
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages. 219-233 - Yimeng Zhuang, Jing Zhang, Mei Tu:
Long-range Sequence Modeling with Predictable Sparse Attention. 234-243 - Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang:
Improving Personalized Explanation Generation through Visualization. 244-255 - Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam:
New Intent Discovery with Pre-training and Contrastive Learning. 256-269 - Maryam Davoodi, Eric Waltenburg, Dan Goldwasser:
Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts. 270-284 - Xinbei Ma, Zhuosheng Zhang, Hai Zhao:
Structural Characterization for Dialogue Disentanglement. 285-297 - Lingyu Zhu, Zhengkun Zhang, Jun Wang, Hongbin Wang, Haiying Wu, Zhenglu Yang:
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems. 298-307 - Quan Tu, Yanran Li, Jianwei Cui, Bin Wang, Ji-Rong Wen, Rui Yan:
MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation. 308-319 - Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang:
GLM: General Language Model Pretraining with Autoregressive Blank Infilling. 320-335 - Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun:
QuoteR: A Benchmark of Quote Recommendation for Writing. 336-348 - Xiaochen Gao, Zhaoyi Hou, Yifei Ning, Kewen Zhao, Beilei He, Jingbo Shang, Vish Krishnan:
Towards Comprehensive Patent Approval Predictions: Beyond Traditional Document Classification. 349-372 - Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang:
Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering. 373-390 - Yang Li, Cheng Yu, Guangzhi Sun, Hua Jiang, Fanglei Sun, Weiqin Zu, Ying Wen, Yang Yang, Jun Wang:
Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech. 391-400 - Fatemehsadat Mireshghallah, Kartik Goyal, Taylor Berg-Kirkpatrick:
Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models. 401-415 - Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria:
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. 416-431 - Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin:
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. 432-446 - 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. 447-460 - Junzhuo Li, Deyi Xiong:
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base. 461-473 - Zijie Huang, Zheng Li, Haoming Jiang, Tianyu Cao, Hanqing Lu, Bing Yin, Karthik Subbian, Yizhou Sun, Wei Wang:
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment. 474-485 - Juncai Guo, Jin Liu, Yao Wan, Li Li, Pingyi Zhou:
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization. 486-500 - Yanan Zheng, Jing Zhou, Yujie Qian, Ming Ding, Chonghua Liao, Li Jian, Ruslan Salakhutdinov, Jie Tang, Sebastian Ruder, Zhilin Yang:
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding. 501-516 - Yiwen Zhang, Caixia Yuan, Xiaojie Wang, Ziwei Bai, Yongbin Liu:
Learn to Adapt for Generalized Zero-Shot Text Classification. 517-527 - Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul:
TableFormer: Robust Transformer Modeling for Table-Text Encoding. 528-537 - Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang:
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games. 538-560 - Ruipeng Jia, Xingxing Zhang, Yanan Cao, Zheng Lin, Shi Wang, Furu Wei:
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization. 561-570 - Rui Wang, Tong Yu, Handong Zhao, Sungchul Kim, Subrata Mitra, Ruiyi Zhang, Ricardo Henao:
Few-Shot Class-Incremental Learning for Named Entity Recognition. 571-582 - Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang:
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. 583-595 - Elron Bandel, Ranit Aharonov, Michal Shmueli-Scheuer, Ilya Shnayderman, Noam Slonim, Liat Ein-Dor:
Quality Controlled Paraphrase Generation. 596-609 - Xingwei He, Siu-Ming Yiu:
Controllable Dictionary Example Generation: Generating Example Sentences for Specific Targeted Audiences. 610-627 - El Moatez Billah Nagoudi, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed:
AraT5: Text-to-Text Transformers for Arabic Language Generation. 628-647 - Yi Feng, Chuanyi Li, Vincent Ng:
Legal Judgment Prediction via Event Extraction with Constraints. 648-664 - Sawan Kumar:
Answer-level Calibration for Free-form Multiple Choice Question Answering. 665-679 - Qian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li:
Learning When to Translate for Streaming Speech. 680-694 - Yingrui Yang, Yifan Qiao, Tao Yang:
Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking. 695-707 - Hongseok Choi, Dongha Choi, Hyunju Lee:
Early Stopping Based on Unlabeled Samples in Text Classification. 708-718 - Yanda Chen, Ruiqi Zhong, Sheng Zha, George Karypis, He He:
Meta-learning via Language Model In-context Tuning. 719-730 - Bingsheng Yao, Dakuo Wang, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Mo Yu, Ying Xu:
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books. 731-744 - Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang:
Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning. 745-758 - Hideo Kobayashi, Yufang Hou, Vincent Ng:
Constrained Multi-Task Learning for Bridging Resolution. 759-770 - Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng:
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations. 771-785 - Shuyang Cao, Lu Wang:
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization. 786-807 - Shuai Zhang, Yongliang Shen, Zeqi Tan, Yiquan Wu, Weiming Lu:
De-Bias for Generative Extraction in Unified NER Task. 808-818 - Taylor Sorensen, Joshua Robinson, Christopher Michael Rytting, Alexander Glenn Shaw, Kyle Jeffrey Rogers, Alexia Pauline Delorey, Mahmoud Khalil, Nancy Fulda, David Wingate:
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels. 819-862 - Xinyi Wang, Sebastian Ruder, Graham Neubig:
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation. 863-877 - Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang:
Language-agnostic BERT Sentence Embedding. 878-891 - Juncheng Wan, Dongyu Ru, Weinan Zhang, Yong Yu:
Nested Named Entity Recognition with Span-level Graphs. 892-903 - Yifei Luo, Minghui Xu, Deyi Xiong:
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP. 904-920 - Hui Su, Weiwei Shi, Xiaoyu Shen, Xiao Zhou, Tuo Ji, Jiarui Fang, Jie Zhou:
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. 921-931 - Qingxiu Dong, Ziwei Qin, Heming Xia, Tian Feng, Shoujie Tong, Haoran Meng, Lin Xu, Zhongyu Wei, Weidong Zhan, Baobao Chang, Sujian Li, Tianyu Liu, Zhifang Sui:
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues. 932-946 - Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang:
Parallel Instance Query Network for Named Entity Recognition. 947-961 - Chang Liu, Xu Tan, Chongyang Tao, Zhenxin Fu, Dongyan Zhao, Tie-Yan Liu, Rui Yan:
ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation. 962-973 - Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong:
Modeling Multi-hop Question Answering as Single Sequence Prediction. 974-990 - Linjuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng:
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension. 991-1000 - Chang Liu, Chongyang Tao, Jiazhan Feng, Dongyan Zhao:
Multi-Granularity Structural Knowledge Distillation for Language Model Compression. 1001-1011 - Yue Guo, Yi Yang, Ahmed Abbasi:
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts. 1012-1023 - Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu:
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals. 1024-1034 - Ying Li, Shuaike Li, Min Zhang:
Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network. 1035-1045 - Yichu Zhou, Vivek Srikumar:
A Closer Look at How Fine-tuning Changes BERT. 1046-1061 - Wu Hong, Zhuosheng Zhang, Jinyuan Wang, Hai Zhao:
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval. 1062-1074 - Soumya Sanyal, Harman Singh, Xiang Ren:
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. 1075-1093 - Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang:
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. 1094-1110 - Xiaoxin Lu, Yubo Zhang, Jing Li, Shi Zong:
Doctor Recommendation in Online Health Forums via Expertise Learning. 1111-1123 - Qi Zhu, Bing Li, Fei Mi, Xiaoyan Zhu, Minlie Huang:
Continual Prompt Tuning for Dialog State Tracking. 1124-1137 - Xingyu Fu, Ben Zhou, Ishaan Preetam Chandratreya, Carl Vondrick, Dan Roth:
There's a Time and Place for Reasoning Beyond the Image. 1138-1149 - Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang:
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining. 1150-1166 - Shiv Shankar:
Multimodal fusion via cortical network inspired losses. 1167-1178 - Huibin Zhang, Zhengkun Zhang, Yao Zhang, Jun Wang, Yufan Li, Ning Jiang, Xin Wei, Zhenglu Yang:
Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension. 1179-1189 - Swarnadeep Saha, Prateek Yadav, Mohit Bansal:
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning. 1190-1208 - Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi:
Unsupervised Extractive Opinion Summarization Using Sparse Coding. 1209-1225 - George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen:
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. 1226-1236 - Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur:
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation. 1237-1252 - Yihong Liu, Haris Jabbar, Hinrich Schütze:
Flow-Adapter Architecture for Unsupervised Machine Translation. 1253-1266 - Demian Gholipour Ghalandari, Chris Hokamp, Georgiana Ifrim:
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning. 1267-1280 - Zhuosheng Zhang, Hai Zhao:
Tracing Origins: Coreference-aware Machine Reading Comprehension. 1281-1292 - Kashif Khan, Ruizhe Wang, Pascal Poupart:
WatClaimCheck: A new Dataset for Claim Entailment and Inference. 1293-1304 - Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis:
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation. 1305-1318 - Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata:
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation. 1319-1339 - Xiang Yue, Ziyu Yao, Huan Sun:
Synthetic Question Value Estimation for Domain Adaptation of Question Answering. 1340-1351 - He Bai, Tong Wang, Alessandro Sordoni, Peng Shi:
Better Language Model with Hypernym Class Prediction. 1352-1362 - Nikhil Mehta, Maria Leonor Pacheco, Dan Goldwasser:
Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks. 1363-1380 - Yupei Du, Qi Zheng, Yuanbin Wu, Man Lan, Yan Yang, Meirong Ma:
Understanding Gender Bias in Knowledge Base Embeddings. 1381-1395 - Aryaman Arora, Adam Farris, Samopriya Basu, Suresh Kolichala:
Computational Historical Linguistics and Language Diversity in South Asia. 1396-1409 - Faisal Ladhak, Esin Durmus, He He, Claire Cardie, Kathleen R. McKeown:
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization. 1410-1421 - Daphna Keidar, Andreas Opedal, Zhijing Jin, Mrinmaya Sachan:
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang. 1422-1442 - Esin Durmus, Faisal Ladhak, Tatsunori Hashimoto:
Spurious Correlations in Reference-Free Evaluation of Text Generation. 1443-1454 - Pengcheng Yin, John Wieting, Avirup Sil, Graham Neubig:
On The Ingredients of an Effective Zero-shot Semantic Parser. 1455-1474 - Hanna Behnke, Marina Fomicheva, Lucia Specia:
Bias Mitigation in Machine Translation Quality Estimation. 1475-1487 - Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Miguel Pino:
Unified Speech-Text Pre-training for Speech Translation and Recognition. 1488-1499 - Yoshinari Fujinuma, Jordan L. Boyd-Graber, Katharina Kann:
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability. 1500-1512 - Mengzhou Xia, Zexuan Zhong, Danqi Chen:
Structured Pruning Learns Compact and Accurate Models. 1513-1528 - Shiyue Zhang, Benjamin Frey, Mohit Bansal:
How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language. 1529-1541 - Sanjeev Kumar Karn, Ning Liu, Hinrich Schütze, Oladimeji Farri:
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization. 1542-1553 - Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson:
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue. 1554-1576 - Asaf Harari, Gilad Katz:
Few-Shot Tabular Data Enrichment Using Fine-Tuned Transformer Architectures. 1577-1591 - Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Hassan Awadallah, Dragomir R. Radev, Rui Zhang:
SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents. 1592-1604 - Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Open Domain Question Answering with A Unified Knowledge Interface. 1605-1620