EMNLP 2022: all accepted papers
- Neural Machine Translation with Contrastive Translation Memories ↗Xin Cheng, Shen Gao, Lemao Liu et al.10 citations
- Non-Parametric Domain Adaptation for End-to-End Speech Translation ↗Yichao Du, Weizhi Wang, Zhirui Zhang et al.10 citations
- Open Relation and Event Type Discovery with Type Abstraction ↗Sha Li, Heng Ji, Jiawei Han10 citations
- Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue ↗Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian et al.10 citations
- Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models ↗Mengzhou Xia, Mikel Artetxe, Jingfei Du et al.10 citations
- Query-based Instance Discrimination Network for Relational Triple Extraction ↗Zeqi Tan, Yongliang Shen, Xuming Hu et al.10 citations
- RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees ↗Tengxiao Liu, Qipeng Guo, Xiangkun Hu et al.10 citations
- Reproducibility Issues for BERT-based Evaluation Metrics ↗Yanran Chen, Jonas Belouadi, Steffen Eger10 citations
- Rethinking Positional Encoding in Tree Transformer for Code Representation ↗Han Peng, Ge Li, Yunfei Zhao et al.10 citations
- Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems ↗David Gros, Yu Li, Zhou Yu10 citations
- SHARE: a System for Hierarchical Assistive Recipe Editing ↗Shuyang Li, Yufei Li, Jianmo Ni et al.10 citations
- Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation ↗Bryan Eikema, Wilker Aziz10 citations
- T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation ↗Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot et al.10 citations
- TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack ↗Yu Cao, Dianqi Li, Meng Fang et al.10 citations
- The Authenticity Gap in Human Evaluation ↗Kawin Ethayarajh, Dan Jurafsky10 citations
- Towards Summary Candidates Fusion ↗Mathieu Ravaut, Shafiq Joty, Nancy Chen10 citations
- Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning ↗Roshanak Mirzaee, Parisa Kordjamshidi10 citations
- Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery ↗Yutao Mou, Keqing He, Pei Wang et al.10 citations
- arXivEdits: Understanding the Human Revision Process in Scientific Writing ↗Chao Jiang, Wei Xu, Samuel Stevens10 citations
- A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion ↗Justin Lovelace, Carolyn Rosé9 citations
- A Unified Encoder-Decoder Framework with Entity Memory ↗Zhihan Zhang, Wenhao Yu, Chenguang Zhu et al.9 citations
- A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss ↗Wenbiao Li, Wang Ziyang, Yunfang Wu9 citations
- DEER: Descriptive Knowledge Graph for Explaining Entity Relationships ↗Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang et al.9 citations
- Detecting Label Errors by Using Pre-Trained Language Models ↗Derek Chong, Jenny Hong, Christopher Manning9 citations
- Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder ↗Zhenghao Liu, Han Zhang, Chenyan Xiong et al.9 citations
- Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections ↗Wei-Jen Ko, Cutter Dalton, Mark Simmons et al.9 citations
- Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering ↗Jialin Wu, Raymond Mooney9 citations
- ExPUNations: Augmenting Puns with Keywords and Explanations ↗Jiao Sun, Anjali Narayan-Chen, Shereen Oraby et al.9 citations
- Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking ↗Gao Qixiang, Guanting Dong, Yutao Mou et al.9 citations
- Fast Vocabulary Transfer for Language Model Compression ↗Leonidas Gee, Andrea Zugarini, Leonardo Rigutini et al. · Industry Track9 citations
- Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment ↗Yechun Tang, Xiaoxia Cheng, Weiming Lu9 citations
- Invariant Language Modeling ↗Maxime Peyrard, Sarvjeet Ghotra, Martin Josifoski et al.9 citations
- Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding ↗SongYang Gao, Shihan Dou, Qi Zhang et al.9 citations
- LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation ↗Hongcheng Guo, Jiaheng Liu, Haoyang Huang et al.9 citations
- Multi-Granularity Optimization for Non-Autoregressive Translation ↗Yafu Li, Leyang Cui, Yongjing Yin et al.9 citations
- Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification ↗Rami Aly, Andreas Vlachos9 citations
- On the Calibration of Massively Multilingual Language Models ↗Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat et al.9 citations
- Polyglot Prompt: Multilingual Multitask Prompt Training ↗Jinlan Fu, See-Kiong Ng, Pengfei Liu9 citations
- Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation ↗Melanie Sclar, Peter West, Sachin Kumar et al.9 citations
- RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning ↗Yi Zhu, Zhaoqing Zhu, Bingqian Lin et al.9 citations
- Robustness of Demonstration-based Learning Under Limited Data Scenario ↗Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang et al.9 citations
- Self-supervised Graph Masking Pre-training for Graph-to-Text Generation ↗Jiuzhou Han, Ehsan Shareghi9 citations
- Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition ↗Shuguang Chen, Leonardo Neves, Thamar Solorio9 citations
- Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset ↗Haolin Deng, Yanan Zhang, Yangfan Zhang et al.9 citations
- Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering ↗Deepanway Ghosal, Navonil Majumder, Rada Mihalcea et al.9 citations
- Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling ↗Peijie Jiang, Dingkun Long, Yanzhao Zhang et al.9 citations
- Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts ↗Hongli Zhan, Tiberiu Sosea, Cornelia Caragea et al.9 citations
- Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination ↗Yue Yang, Wenlin Yao, Hongming Zhang et al.9 citations
- A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant Identification ↗Kaifa Zhao, Le Yu, Shiyao Zhou et al.8 citations
- A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference ↗Kerem Zaman, Yonatan Belinkov8 citations
- Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction ↗Thong Nguyen, Xiaobao Wu, Anh Tuan Luu et al.8 citations
- Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations ↗Swarnadeep Saha, Peter Hase, Nazneen Rajani et al.8 citations
- Automatic Comment Generation for Chinese Student Narrative Essays ↗Zhexin Zhang, Jian Guan, Guowei Xu et al. · System Demonstrations8 citations
- BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets ↗Minju Kim, Chaehyeong Kim, Yong Ho Song et al.8 citations
- CGF: Constrained Generation Framework for Query Rewriting in Conversational AI ↗Jie Hao, Yang Liu, Xing Fan et al. · Industry Track8 citations
- Context-Situated Pun Generation ↗Jiao Sun, Anjali Narayan-Chen, Shereen Oraby et al.8 citations
- Controlled Text Reduction ↗Aviv Slobodkin, Paul Roit, Eran Hirsch et al.8 citations
- Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues ↗Jiao Ou, Jinchao Zhang, Yang Feng et al.8 citations
- Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization ↗Changqun Li, Linlin Wang, Xin Lin et al.8 citations
- Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers ↗Abhijeet Awasthi, Ashutosh Sathe, Sunita Sarawagi8 citations
- Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking ↗Mingyu Lee, Jun-Hyung Park, Junho Kim et al.8 citations
- End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching ↗Chi Chen, Peng Li, Maosong Sun et al.8 citations
- Extending Logic Explained Networks to Text Classification ↗Rishabh Jain, Gabriele Ciravegna, Pietro Barbiero et al.8 citations
- Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation ↗Xiang Hu, Haitao Mi, Liang Li et al.8 citations
- Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging ↗Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet et al.8 citations
- Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks ↗Zae Myung Kim, Wanyu Du, Vipul Raheja et al.8 citations
- Infinite SCAN: An Infinite Model of Diachronic Semantic Change ↗Seiichi Inoue, Mamoru Komachi, Toshinobu Ogiso et al.8 citations
- Joint Completion and Alignment of Multilingual Knowledge Graphs ↗Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya et al.8 citations
- Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding ↗Shining Liang, Linjun Shou, Jian Pei et al.8 citations
- Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations ↗Minh Van Nguyen, Bonan Min, Franck Dernoncourt et al.8 citations
- Leveraging QA Datasets to Improve Generative Data Augmentation ↗Dheeraj Mekala, Tu Vu, Timo Schick et al.8 citations
- M2D2: A Massively Multi-Domain Language Modeling Dataset ↗Machel Reid, Victor Zhong, Suchin Gururangan et al.8 citations
- Natural Language Deduction with Incomplete Information ↗Zayne Sprague, Kaj Bostrom, Swarat Chaudhuri et al.8 citations
- Non-Autoregressive Neural Machine Translation: A Call for Clarity ↗Robin Schmidt, Telmo Pires, Stephan Peitz et al.8 citations
- PAR: Political Actor Representation Learning with Social Context and Expert Knowledge ↗Shangbin Feng, Zhaoxuan Tan, Zilong Chen et al.8 citations
- QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance ↗Xiaoqiang Wang, Bang Liu, Siliang Tang et al.8 citations
- Rethinking the Authorship Verification Experimental Setups ↗Florin Brad, Andrei Manolache, Elena Burceanu et al.8 citations
- SLING: Sino Linguistic Evaluation of Large Language Models ↗Yixiao Song, Kalpesh Krishna, Rajesh Bhatt et al.8 citations
- STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing ↗Tingting Wu, Xiao Ding, Minji Tang et al.8 citations
- Scientific Paper Extractive Summarization Enhanced by Citation Graphs ↗Xiuying Chen, Mingzhe Li, Shen Gao et al.8 citations
- Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs ↗Wentao Ding, Hao Chen, Huayu Li et al.8 citations
- SentBS: Sentence-level Beam Search for Controllable Summarization ↗Chenhui Shen, Liying Cheng, Lidong Bing et al.8 citations
- Simplified Graph Learning for Inductive Short Text Classification ↗Kaixin Zheng, Yaqing Wang, Quanming Yao et al.8 citations
- SynKB: Semantic Search for Synthetic Procedures ↗Fan Bai, Alan Ritter, Peter Madrid et al. · System Demonstrations8 citations
- Syntactic Multi-view Learning for Open Information Extraction ↗Kuicai Dong, Aixin Sun, Jung-Jae Kim et al.8 citations
- TextBox 2.0: A Text Generation Library with Pre-trained Language Models ↗Tianyi Tang, Junyi Li, Zhipeng Chen et al. · System Demonstrations8 citations
- Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping ↗Subhash Pujari, Jannik Strötgen, Mark Giereth et al.8 citations
- TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction ↗Yizhi Li, Wei Fan, Chao Liu et al.8 citations
- Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders ↗Minsoo Kim, Sihwa Lee, Sukjin Hong et al.8 citations
- Unifying the Convergences in Multilingual Neural Machine Translation ↗Yichong Huang, Xiaocheng Feng, Xinwei Geng et al.8 citations
- Unsupervised Entity Linking with Guided Summarization and Multiple-Choice Selection ↗Young Min Cho, Li Zhang, Chris Callison-Burch8 citations
- Unsupervised Term Extraction for Highly Technical Domains ↗Francesco Fusco, Peter Staar, Diego Antognini · Industry Track8 citations
- VIRT: Improving Representation-based Text Matching via Virtual Interaction ↗Dan Li, Yang Yang, Hongyin Tang et al.8 citations
- What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment ↗Matthew Finlayson, Kyle Richardson, Ashish Sabharwal et al.8 citations
- A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing ↗Zhuoran Jin, Pengfei Cao, Yubo Chen et al.7 citations
- A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction ↗Yuan Xia, Zhenhui Shi, Jingbo Zhou et al.7 citations
- Argument Mining for Review Helpfulness Prediction ↗Zaiqian Chen, Daniel Verdi do Amarante, Jenna Donaldson et al.7 citations
- BMCook: A Task-agnostic Compression Toolkit for Big Models ↗Zhengyan Zhang, Baitao Gong, Yingfa Chen et al. · System Demonstrations7 citations
- Boosting Natural Language Generation from Instructions with Meta-Learning ↗Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng7 citations
- Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study ↗Cheng Wang, Jorge Balazs, György Szarvas et al. · Industry Track7 citations
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