EMNLP 2022: all accepted papers
- Q-TOD: A Query-driven Task-oriented Dialogue System ↗Xin Tian, Yingzhan Lin, Mengfei Song et al.14 citations
- Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer ↗Zhengbao Jiang, Luyu Gao, Zhiruo Wang et al.14 citations
- SafeText: A Benchmark for Exploring Physical Safety in Language Models ↗Sharon Levy, Emily Allaway, Melanie Subbiah et al.14 citations
- Saving Dense Retriever from Shortcut Dependency in Conversational Search ↗Sungdong Kim, Gangwoo Kim14 citations
- TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion ↗Xin Zhou, Jinzhu Lu, Tao Gui et al.14 citations
- A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach ↗Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied et al.13 citations
- Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention ↗Yacine Gaci, Boualem Benatallah, Fabio Casati et al.13 citations
- Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models ↗Mozes van de Kar, Mengzhou Xia, Danqi Chen et al.13 citations
- Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter ↗Megha Sundriyal, Atharva Kulkarni, Vaibhav Pulastya et al.13 citations
- FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning ↗Suvir Mirchandani, Licheng Yu, Mengjiao Wang et al.13 citations
- Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents ↗Marcio Fonseca, Yftah Ziser, Shay B. Cohen13 citations
- Fine-grained Contrastive Learning for Relation Extraction ↗William Hogan, Jiacheng Li, Jingbo Shang13 citations
- Geographic Citation Gaps in NLP Research ↗Mukund Rungta, Janvijay Singh, Saif M. Mohammad et al.13 citations
- LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models ↗Mor Geva, Avi Caciularu, Guy Dar et al. · System Demonstrations13 citations
- Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction ↗Kai Shen, Yichong Leng, Xu Tan et al.13 citations
- MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score ↗Sunjae Kwon, Zonghai Yao, Harmon Jordan et al.13 citations
- MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning ↗Yuwei Xia, Mengqi Zhang, Qiang Liu et al.13 citations
- Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval ↗Minjoon Jung, SeongHo Choi, JooChan Kim et al.13 citations
- Pre-training Language Models with Deterministic Factual Knowledge ↗Shaobo Li, Xiaoguang Li, Lifeng Shang et al.13 citations
- Revisiting Grammatical Error Correction Evaluation and Beyond ↗Peiyuan Gong, Xuebo Liu, Heyan Huang et al.13 citations
- Structure-Unified M-Tree Coding Solver for Math Word Problem ↗Bin Wang, Jiangzhou Ju, Yang Fan et al.13 citations
- Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks ↗Yangyi Chen, Fanchao Qi, Hongcheng Gao et al.13 citations
- Textual Manifold-based Defense Against Natural Language Adversarial Examples ↗Dang Nguyen Minh, Anh Tuan Luu13 citations
- Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset ↗Anton Eklund, Mona Forsman · Industry Track13 citations
- Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge ↗Longxu Dou, Yan Gao, Xuqi Liu et al.13 citations
- Transforming Sequence Tagging Into A Seq2Seq Task ↗Karthik Raman, Iftekhar Naim, Jiecao Chen et al.13 citations
- X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization ↗Subhajit Chaudhury, Sarathkrishna Swaminathan, Chulaka Gunasekara et al.13 citations
- Adversarial Concept Erasure in Kernel Space ↗Shauli Ravfogel, Francisco Vargas, Yoav Goldberg et al.12 citations
- Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules ↗Shengda Fan, Shasha Mo, Jianwei Niu12 citations
- CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision ↗Yuning Mao, Ming Zhong, Jiawei Han12 citations
- ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation ↗Junyi Li, Tianyi Tang, Wayne Xin Zhao et al.12 citations
- Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation ↗Yanyang Li, Jianqiao Zhao, Michael Lyu et al.12 citations
- Fixing Model Bugs with Natural Language Patches ↗Shikhar Murty, Christopher Manning, Scott Lundberg et al.12 citations
- Generative Entity Typing with Curriculum Learning ↗Siyu Yuan, Deqing Yang, Jiaqing Liang et al.12 citations
- How “Multi” is Multi-Document Summarization? ↗Ruben Wolhandler, Arie Cattan, Ori Ernst et al.12 citations
- InforMask: Unsupervised Informative Masking for Language Model Pretraining ↗Nafis Sadeq, Canwen Xu, Julian McAuley12 citations
- Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts ↗Ben Zhou, Kyle Richardson, Xiaodong Yu et al.12 citations
- Less is More: Summary of Long Instructions is Better for Program Synthesis ↗Kirby Kuznia, Swaroop Mishra, Mihir Parmar et al.12 citations
- LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling ↗Dongsheng Chen, Chaofan Tao, Lu Hou et al.12 citations
- NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge ↗Revanth Gangi Reddy, Sai Chetan Chinthakindi, Zhenhailong Wang et al.12 citations
- Paraphrastic Representations at Scale ↗John Wieting, Kevin Gimpel, Graham Neubig et al. · System Demonstrations12 citations
- R2D2: Robust Data-to-Text with Replacement Detection ↗Linyong Nan, Lorenzo Jaime Flores, Yilun Zhao et al.12 citations
- Retrieval Augmentation for Commonsense Reasoning: A Unified Approach ↗Wenhao Yu, Chenguang Zhu, Zhihan Zhang et al.12 citations
- SEAL: Interactive Tool for Systematic Error Analysis and Labeling ↗Nazneen Rajani, Weixin Liang, Lingjiao Chen et al. · System Demonstrations12 citations
- SetGNER: General Named Entity Recognition as Entity Set Generation ↗Yuxin He, Buzhou Tang12 citations
- Structural generalization is hard for sequence-to-sequence models ↗Yuekun Yao, Alexander Koller12 citations
- Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach ↗Miao Chen, Xinjiang Lu, Tong Xu et al.12 citations
- Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation ↗Yu Zhao, Jianguo Wei, ZhiChao Lin et al.12 citations
- WR-One2Set: Towards Well-Calibrated Keyphrase Generation ↗Binbin Xie, Xiangpeng Wei, Baosong Yang et al.12 citations
- Weakly-Supervised Temporal Article Grounding ↗Long Chen, Yulei Niu, Brian Chen et al.12 citations
- Abstractive Summarization Guided by Latent Hierarchical Document Structure ↗Yifu Qiu, Shay B. Cohen11 citations
- Bridging Fairness and Environmental Sustainability in Natural Language Processing ↗Marius Hessenthaler, Emma Strubell, Dirk Hovy et al.11 citations
- CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking ↗George Zerveas, Navid Rekabsaz, Daniel Cohen et al.11 citations
- Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform ↗Huiru Xiao, Xin Liu, Yangqiu Song et al.11 citations
- Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions ↗Shuhao Gu, Bojie Hu, Yang Feng11 citations
- Debiasing Masks: A New Framework for Shortcut Mitigation in NLU ↗Johannes Mario Meissner, Saku Sugawara, Akiko Aizawa11 citations
- Does Corpus Quality Really Matter for Low-Resource Languages? ↗Mikel Artetxe, Itziar Aldabe, Rodrigo Agerri et al.11 citations
- Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models ↗Fabian David Schmidt, Ivan Vulić, Goran Glavaš11 citations
- DropMix: A Textual Data Augmentation Combining Dropout with Mixup ↗Fanshuang Kong, Richong Zhang, Xiaohui Guo et al.11 citations
- DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine ↗Yifu Qiu, Hongyu Li, Yingqi Qu et al.11 citations
- Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation ↗Toru Nishino, Yasuhide Miura, Tomoki Taniguchi et al.11 citations
- GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization ↗Zhiyuan Zhang, Ruixuan Luo, Qi Su et al.11 citations
- GREENER: Graph Neural Networks for News Media Profiling ↗Panayot Panayotov, Utsav Shukla, Husrev Taha Sencar et al.11 citations
- IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension ↗Rifki Afina Putri, Alice Oh11 citations
- Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change ↗Zhaochen Su, Zecheng Tang, Xinyan Guan et al.11 citations
- Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue ↗Sunjae Yoon, Eunseop Yoon, Hee Suk Yoon et al.11 citations
- Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes ↗Oren Sultan, Dafna Shahaf11 citations
- Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference ↗Can Udomcharoenchaikit, Wuttikorn Ponwitayarat, Patomporn Payoungkhamdee et al.11 citations
- Normalized Contrastive Learning for Text-Video Retrieval ↗Yookoon Park, Mahmoud Azab, Seungwhan Moon et al.11 citations
- RED-ACE: Robust Error Detection for ASR using Confidence Embeddings ↗Zorik Gekhman, Dina Zverinski, Jonathan Mallinson et al.11 citations
- ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select ↗Yuchen Zhuang, Yinghao Li, Junyang Zhang et al.11 citations
- Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response QualityPei Zhou, Hyundong Cho, Pegah Jandaghi et al.11 citations · our summary
- Reproducibility in Computational Linguistics: Is Source Code Enough? ↗Mohammad Arvan, Luís Pina, Natalie Parde11 citations
- Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions ↗Gaurav Verma, Vishwa Vinay, Ryan Rossi et al.11 citations
- Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters ↗Hongyu Zhao, Hao Tan, Hongyuan Mei11 citations
- Towards Better Document-level Relation Extraction via Iterative Inference ↗Liang Zhang, Jinsong Su, Yidong Chen et al.11 citations
- Understanding Jargon: Combining Extraction and Generation for Definition Modeling ↗Jie Huang, Hanyin Shao, Kevin Chen-Chuan Chang et al.11 citations
- UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation ↗Yongwei Zhou, Junwei Bao, Chaoqun Duan et al.11 citations
- Varifocal Question Generation for Fact-checking ↗Nedjma Ousidhoum, Zhangdie Yuan, Andreas Vlachos11 citations
- Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective ↗Ping Yang, Junjie Wang, Ruyi Gan et al.11 citations
- Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos ↗Nayu Liu, Kaiwen Wei, Xian Sun et al.10 citations
- Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling ↗Yiyang Li, Hai Zhao, Zhuosheng Zhang10 citations
- Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling ↗Zhijun Wang, Xuebo Liu, Min Zhang10 citations
- Camelira: An Arabic Multi-Dialect Morphological DisambiguatorOssama Obeid, Go Inoue, Nizar Habash · System Demonstrations10 citations · our summary
- Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network ↗Yuxiang Nie, Heyan Huang, Wei Wei et al.10 citations
- Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking ↗Hongyan Xie, Haoxiang Su, Shuangyong Song et al.10 citations
- Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? ↗Ningyu Xu, Tao Gui, Ruotian Ma et al.10 citations
- Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning ↗Sijie Mai, Ya Sun, Haifeng Hu10 citations
- DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner ↗Shasha Guo, Jing Zhang, Yanling Wang et al.10 citations
- Discourse-Aware Soft Prompting for Text Generation ↗Marjan Ghazvininejad, Vladimir Karpukhin, Vera Gor et al.10 citations
- Discovering Language-neutral Sub-networks in Multilingual Language Models ↗Negar Foroutan, Mohammadreza Banaei, Rémi Lebret et al.10 citations
- Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework ↗Yiming Chen, Yan Zhang, Bin Wang et al.10 citations
- Improved grammatical error correction by ranking elementary edits ↗Alexey Sorokin10 citations
- Improving Event Coreference Resolution Using Document-level and Topic-level InformationSheng Xu, Peifeng Li, Qiaoming Zhu10 citations · our summary
- Improving Large-scale Paraphrase Acquisition and Generation ↗Yao Dou, Chao Jiang, Wei Xu10 citations
- Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems ↗Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani et al.10 citations
- Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours ↗Eyal Shnarch, Alon Halfon, Ariel Gera et al. · System Demonstrations10 citations
- Learning with Rejection for Abstractive Text Summarization ↗Meng Cao, Yue Dong, Jingyi He et al.10 citations
- MetaASSIST: Robust Dialogue State Tracking with Meta Learning ↗Fanghua Ye, Xi Wang, Jie Huang et al.10 citations
- Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning ↗Xingwei He, Yeyun Gong, A-Long Jin et al.10 citations
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