EMNLP 2021: all accepted papers
- Salience-Aware Event Chain Modeling for Narrative Understanding ↗Xiyang Zhang, Muhao Chen, Jonathan May13 citations
- Scheduled Sampling Based on Decoding Steps for Neural Machine Translation ↗Yijin Liu, Fandong Meng, Yufeng Chen et al.13 citations
- Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ↗Rochelle Choenni, Ekaterina Shutova, Robert van Rooij13 citations
- Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension ↗Naoya Inoue, Harsh Trivedi, Steven Sinha et al.13 citations
- Towards Making the Most of Dialogue Characteristics for Neural Chat Translation ↗Yunlong Liang, Chulun Zhou, Fandong Meng et al.13 citations
- Transferable Persona-Grounded Dialogues via Grounded Minimal Edits ↗Chen Henry Wu, Yinhe Zheng, Xiaoxi Mao et al.13 citations
- Unsupervised Multi-View Post-OCR Error Correction With Language Models ↗Harsh Gupta, Luciano Del Corro, Samuel Broscheit et al.13 citations
- Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition ↗Rui Wang, Ricardo Henao13 citations
- VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment ↗Vivek Iyer, Arvind Agarwal, Harshit Kumar13 citations
- We Need to Talk About train-dev-test Splits ↗Rob van der Goot13 citations
- A Generative Framework for Simultaneous Machine Translation ↗Yishu Miao, Phil Blunsom, Lucia Specia12 citations
- A Graph-Based Neural Model for End-to-End Frame Semantic Parsing ↗ZhiChao Lin, Yueheng Sun, Meishan Zhang12 citations
- A Secure and Efficient Federated Learning Framework for NLP ↗Chenghong Wang, Jieren Deng, Xianrui Meng et al.12 citations
- An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing ↗Yi Chen, Haiyun Jiang, Lemao Liu et al.12 citations
- Constructing a Psychometric Testbed for Fair Natural Language Processing ↗Ahmed Abbasi, David Dobolyi, John P. Lalor et al.12 citations
- Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems ↗Yanjie Gou, Yinjie Lei, Lingqiao Liu et al.12 citations
- Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules ↗Forough Arabshahi, Jennifer Lee, Antoine Bosselut et al.12 citations
- Debiasing Methods in Natural Language Understanding Make Bias More Accessible ↗Michael Mendelson, Yonatan Belinkov12 citations
- Disentangling Representations of Text by Masking Transformers ↗Xiongyi Zhang, Jan-Willem van de Meent, Byron Wallace12 citations
- Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy ↗Yangyang Zhao, Zhenyu Wang, Changxi Zhu et al.12 citations
- Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? ↗Tianxing He, Jingzhao Zhang, Zhiming Zhou et al.12 citations
- Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks ↗Gaël Guibon, Matthieu Labeau, Hélène Flamein et al.12 citations
- Genre as Weak Supervision for Cross-lingual Dependency Parsing ↗Max Müller-Eberstein, Rob van der Goot, Barbara Plank12 citations
- How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI ↗Ashwin Kalyan, Abhinav Kumar, Arjun Chandrasekaran et al.12 citations
- Is Information Density Uniform in Task-Oriented Dialogues? ↗Mario Giulianelli, Arabella Sinclair, Raquel Fernández12 citations
- Knowledge Graph Representation Learning using Ordinary Differential Equations ↗Mojtaba Nayyeri, Chengjin Xu, Franca Hoffmann et al.12 citations
- MTAdam: Automatic Balancing of Multiple Training Loss Terms ↗Itzik Malkiel, Lior Wolf12 citations
- Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars ↗Ryo Yoshida, Hiroshi Noji, Yohei Oseki12 citations
- Multi-Vector Attention Models for Deep Re-ranking ↗Giulio Zhou, Jacob Devlin12 citations
- NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis ↗Nikolay Arefyev, Dmitrii Kharchev, Artem Shelmanov12 citations
- NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue ↗Hyounghun Kim, Jialu Li, Mohit Bansal12 citations
- Neuro-Symbolic Approaches for Text-Based Policy Learning ↗Subhajit Chaudhury, Prithviraj Sen, Masaki Ono et al.12 citations
- OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data ↗Vibhu Bhatia, Vidya Prasad Akavoor, Sejin Paik et al. · System Demonstrations12 citations
- RankNAS: Efficient Neural Architecture Search by Pairwise Ranking ↗Chi Hu, Chenglong Wang, Xiangnan Ma et al.12 citations
- Rationales for Sequential Predictions ↗Keyon Vafa, Yuntian Deng, David Blei et al.12 citations
- Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification ↗Jiachen Tian, Shizhan Chen, Xiaowang Zhang et al.12 citations
- Reference-Centric Models for Grounded Collaborative Dialogue ↗Daniel Fried, Justin Chiu, Dan Klein12 citations
- Semantic Novelty Detection in Natural Language Descriptions ↗Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder et al.12 citations
- Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation ↗Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang et al.12 citations
- Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers ↗Zhuang Li, Lizhen Qu, Gholamreza Haffari12 citations
- Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference ResolutionDenis Emelin, Rico Sennrich12 citations · our summary
- A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing ↗Chunchuan Lyu, Shay B. Cohen, Ivan Titov11 citations
- BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning ↗Jin Yea Jang, San Kim, Minyoung Jung et al.11 citations
- Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval ↗Devang Kulshreshtha, Robert Belfer, Iulian Vlad Serban et al.11 citations
- CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU ↗Bo Feng, Qian Lou, Lei Jiang et al.11 citations
- Continual Few-Shot Learning for Text Classification ↗Ramakanth Pasunuru, Veselin Stoyanov, Mohit Bansal11 citations
- Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking ↗Nikita Moghe, Mark Steedman, Alexandra Birch11 citations
- ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 ↗Bonan Min, Benjamin Rozonoyer, Haoling Qiu et al. · System Demonstrations11 citations
- Exploring Methods for Generating Feedback Comments for Writing Learning ↗Kazuaki Hanawa, Ryo Nagata, Kentaro Inui11 citations
- Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceWilliam Held, Dan Iter, Dan Jurafsky11 citations · our summary
- GeneSis: A Generative Approach to Substitutes in Context ↗Caterina Lacerra, Rocco Tripodi, Roberto Navigli11 citations
- Have You Seen That Number? Investigating Extrapolation in Question Answering Models ↗Jeonghwan Kim, Giwon Hong, Kyung-min Kim et al.11 citations
- Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning ↗Xinghua Zhang, Bowen Yu, Tingwen Liu et al.11 citations
- Layer-wise Model Pruning based on Mutual Information ↗Chun Fan, Jiwei Li, Tianwei Zhang et al.11 citations
- Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization ↗Haoran Li, Song Xu, Peng Yuan et al.11 citations
- Linguistic Dependencies and Statistical Dependence ↗Jacob Louis Hoover, Wenyu Du, Alessandro Sordoni et al.11 citations
- Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy ↗Colin Clement, Shuai Lu, Xiaoyu Liu et al.11 citations
- Matching-oriented Embedding Quantization For Ad-hoc Retrieval ↗Shitao Xiao, Zheng Liu, Yingxia Shao et al.11 citations
- Modular Self-Supervision for Document-Level Relation Extraction ↗Sheng Zhang, Cliff Wong, Naoto Usuyama et al.11 citations
- MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations ↗Xinyin Ma, Yong Jiang, Nguyen Bach et al.11 citations
- Neural Natural Logic Inference for Interpretable Question Answering ↗Jihao Shi, Xiao Ding, Li Du et al.11 citations
- Numerical reasoning in machine reading comprehension tasks: are we there yet? ↗Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo11 citations
- Point-of-Interest Type Prediction using Text and Images ↗Danae Sánchez Villegas, Nikolaos Aletras11 citations
- Project Debater APIs: Decomposing the AI Grand Challenge ↗Roy Bar-Haim, Yoav Kantor, Elad Venezian et al. · System Demonstrations11 citations
- SPARQLing Database Queries from Intermediate Question Decompositions ↗Irina Saparina, Anton Osokin11 citations
- Self-training with Few-shot Rationalization ↗Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata Mukherjee11 citations
- Sequential Cross-Document Coreference ResolutionEmily Allaway, Shuai Wang, Miguel Ballesteros11 citations · our summary
- Set Generation Networks for End-to-End Knowledge Base Population ↗Dianbo Sui, Chenhao Wang, Yubo Chen et al.11 citations
- Sociolectal Analysis of Pretrained Language Models ↗Sheng Zhang, Xin Zhang, Weiming Zhang et al.11 citations
- Transformer-based Lexically Constrained Headline Generation ↗Kosuke Yamada, Yuta Hitomi, Hideaki Tamori et al.11 citations
- Unsupervised Relation Extraction: A Variational Autoencoder Approach ↗Chenhan Yuan, Hoda Eldardiry11 citations
- YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews ↗Matan Orbach, Orith Toledo-Ronen, Artem Spector et al.11 citations
- “Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models ↗Roma Patel, Ellie Pavlick11 citations
- Adversarial Attack against Cross-lingual Knowledge Graph Alignment ↗Zeru Zhang, Zijie Zhang, Yang Zhou et al.10 citations
- Aligning Actions Across Recipe Graphs ↗Lucia Donatelli, Theresa Schmidt, Debanjali Biswas et al.10 citations
- Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast ↗Liang Wang, Wei Zhao, Jingming Liu10 citations
- Can We Improve Model Robustness through Secondary Attribute Counterfactuals? ↗Ananth Balashankar, Xuezhi Wang, Ben Packer et al.10 citations
- ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring ↗Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan et al.10 citations
- Detecting Speaker Personas from Conversational Texts ↗Jia-Chen Gu, Zhenhua Ling, Yu Wu et al.10 citations
- Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning ↗Xiangyu Lin, Tianyi Liu, Weijia Jia et al.10 citations
- Don't Go Far Off: An Empirical Study on Neural Poetry Translation ↗Tuhin Chakrabarty, Arkadiy Saakyan, Smaranda Muresan10 citations
- Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation ↗Tianfu Zhang, Heyan Huang, Chong Feng et al.10 citations
- Fine-grained Entity Typing without Knowledge Base ↗Jing Qian, Yibin Liu, Lemao Liu et al.10 citations
- GMH: A General Multi-hop Reasoning Model for KG Completion ↗Yao Zhang, Hongru Liang, Adam Jatowt et al.10 citations
- GraphMR: Graph Neural Network for Mathematical Reasoning ↗Weijie Feng, Binbin Liu, Dongpeng Xu et al.10 citations
- Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with Pseudowords ↗Taelin Karidi, Yichu Zhou, Nathan Schneider et al.10 citations
- QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions ↗Daniela Brook Weiss, Paul Roit, Ayal Klein et al.10 citations
- Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction ↗Hui Wu, Xiaodong Shi10 citations
- To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning ↗Lukas Lange, Jannik Strötgen, Heike Adel et al.10 citations
- Truth-Conditional Captions for Time Series Data ↗Harsh Jhamtani, Taylor Berg-Kirkpatrick10 citations
- Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training ↗Minghao Wu, Yitong Li, Meng Zhang et al.10 citations
- “So You Think You're Funny?”: Rating the Humour Quotient in Standup Comedy ↗Anirudh Mittal, Pranav Jeevan P, Prerak Gandhi et al.10 citations
- iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration ↗Eran Hirsch, Alon Eirew, Ori Shapira et al. · System Demonstrations10 citations
- An Information-Theoretic Characterization of Morphological Fusion ↗Neil Rathi, Michael Hahn, Richard Futrell9 citations
- Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs ↗Chenchen Ye, Linhai Zhang, Yulan He et al.9 citations
- CHoRaL: Collecting Humor Reaction Labels from Millions of Social Media Users ↗Zixiaofan Yang, Shayan Hooshmand, Julia Hirschberg9 citations
- Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification ↗Daria Pylypenko, Kwabena Amponsah-Kaakyire, Koel Dutta Chowdhury et al.9 citations
- Conditional Poisson Stochastic Beam Search ↗Clara Meister, Afra Amini, Tim Vieira et al.9 citations
- Cross-lingual Sentence Embedding using Multi-Task Learning ↗Koustava Goswami, Sourav Dutta, Haytham Assem et al.9 citations
- Data-to-text Generation by Splicing Together Nearest Neighbors ↗Sam Wiseman, Arturs Backurs, Karl Stratos9 citations
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