---
title: "EMNLP 2021 — all accepted papers, page 6 — Elamur Research"
description: "All 895 papers of EMNLP 2021 · page 6 of 9, the most cited first; those with our summary link to it."
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# EMNLP 2021: all accepted papers

895 papers · page 6 of 9 · the most cited first · [← EMNLP 2021](https://md.research.elamur.ai/free/en/venues/emnlp/2021/)

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501. **[Salience-Aware Event Chain Modeling for Narrative Understanding ↗](https://aclanthology.org/2021.emnlp-main.107/)**Xiyang Zhang, Muhao Chen, Jonathan May*13 citations*
502. **[Scheduled Sampling Based on Decoding Steps for Neural Machine Translation ↗](https://aclanthology.org/2021.emnlp-main.264/)**Yijin Liu, Fandong Meng, Yufeng Chen et al.*13 citations*
503. **[Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ↗](https://aclanthology.org/2021.emnlp-main.111/)**Rochelle Choenni, Ekaterina Shutova, Robert van Rooij*13 citations*
504. **[Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension ↗](https://aclanthology.org/2021.emnlp-main.490/)**Naoya Inoue, Harsh Trivedi, Steven Sinha et al.*13 citations*
505. **[Towards Making the Most of Dialogue Characteristics for Neural Chat Translation ↗](https://aclanthology.org/2021.emnlp-main.6/)**Yunlong Liang, Chulun Zhou, Fandong Meng et al.*13 citations*
506. **[Transferable Persona-Grounded Dialogues via Grounded Minimal Edits ↗](https://aclanthology.org/2021.emnlp-main.183/)**Chen Henry Wu, Yinhe Zheng, Xiaoxi Mao et al.*13 citations*
507. **[Unsupervised Multi-View Post-OCR Error Correction With Language Models ↗](https://aclanthology.org/2021.emnlp-main.680/)**Harsh Gupta, Luciano Del Corro, Samuel Broscheit et al.*13 citations*
508. **[Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition ↗](https://aclanthology.org/2021.emnlp-main.430/)**Rui Wang, Ricardo Henao*13 citations*
509. **[VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment ↗](https://aclanthology.org/2021.emnlp-main.842/)**Vivek Iyer, Arvind Agarwal, Harshit Kumar*13 citations*
510. **[We Need to Talk About train-dev-test Splits ↗](https://aclanthology.org/2021.emnlp-main.368/)**Rob van der Goot*13 citations*
511. **[A Generative Framework for Simultaneous Machine Translation ↗](https://aclanthology.org/2021.emnlp-main.536/)**Yishu Miao, Phil Blunsom, Lucia Specia*12 citations*
512. **[A Graph-Based Neural Model for End-to-End Frame Semantic Parsing ↗](https://aclanthology.org/2021.emnlp-main.314/)**ZhiChao Lin, Yueheng Sun, Meishan Zhang*12 citations*
513. **[A Secure and Efficient Federated Learning Framework for NLP ↗](https://aclanthology.org/2021.emnlp-main.606/)**Chenghong Wang, Jieren Deng, Xianrui Meng et al.*12 citations*
514. **[An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing ↗](https://aclanthology.org/2021.emnlp-main.210/)**Yi Chen, Haiyun Jiang, Lemao Liu et al.*12 citations*
515. **[Constructing a Psychometric Testbed for Fair Natural Language Processing ↗](https://aclanthology.org/2021.emnlp-main.304/)**Ahmed Abbasi, David Dobolyi, John P. Lalor et al.*12 citations*
516. **[Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2021.emnlp-main.353/)**Yanjie Gou, Yinjie Lei, Lingqiao Liu et al.*12 citations*
517. **[Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules ↗](https://aclanthology.org/2021.emnlp-main.588/)**Forough Arabshahi, Jennifer Lee, Antoine Bosselut et al.*12 citations*
518. **[Debiasing Methods in Natural Language Understanding Make Bias More Accessible ↗](https://aclanthology.org/2021.emnlp-main.116/)**Michael Mendelson, Yonatan Belinkov*12 citations*
519. **[Disentangling Representations of Text by Masking Transformers ↗](https://aclanthology.org/2021.emnlp-main.60/)**Xiongyi Zhang, Jan-Willem van de Meent, Byron Wallace*12 citations*
520. **[Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy ↗](https://aclanthology.org/2021.emnlp-main.354/)**Yangyang Zhao, Zhenyu Wang, Changxi Zhu et al.*12 citations*
521. **[Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? ↗](https://aclanthology.org/2021.emnlp-main.415/)**Tianxing He, Jingzhao Zhang, Zhiming Zhou et al.*12 citations*
522. **[Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks ↗](https://aclanthology.org/2021.emnlp-main.549/)**Gaël Guibon, Matthieu Labeau, Hélène Flamein et al.*12 citations*
523. **[Genre as Weak Supervision for Cross-lingual Dependency Parsing ↗](https://aclanthology.org/2021.emnlp-main.393/)**Max Müller-Eberstein, Rob van der Goot, Barbara Plank*12 citations*
524. **[How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI ↗](https://aclanthology.org/2021.emnlp-main.582/)**Ashwin Kalyan, Abhinav Kumar, Arjun Chandrasekaran et al.*12 citations*
525. **[Is Information Density Uniform in Task-Oriented Dialogues? ↗](https://aclanthology.org/2021.emnlp-main.652/)**Mario Giulianelli, Arabella Sinclair, Raquel Fernández*12 citations*
526. **[Knowledge Graph Representation Learning using Ordinary Differential Equations ↗](https://aclanthology.org/2021.emnlp-main.750/)**Mojtaba Nayyeri, Chengjin Xu, Franca Hoffmann et al.*12 citations*
527. **[MTAdam: Automatic Balancing of Multiple Training Loss Terms ↗](https://aclanthology.org/2021.emnlp-main.837/)**Itzik Malkiel, Lior Wolf*12 citations*
528. **[Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars ↗](https://aclanthology.org/2021.emnlp-main.235/)**Ryo Yoshida, Hiroshi Noji, Yohei Oseki*12 citations*
529. **[Multi-Vector Attention Models for Deep Re-ranking ↗](https://aclanthology.org/2021.emnlp-main.443/)**Giulio Zhou, Jacob Devlin*12 citations*
530. **[NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis ↗](https://aclanthology.org/2021.emnlp-main.717/)**Nikolay Arefyev, Dmitrii Kharchev, Artem Shelmanov*12 citations*
531. **[NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue ↗](https://aclanthology.org/2021.emnlp-main.518/)**Hyounghun Kim, Jialu Li, Mohit Bansal*12 citations*
532. **[Neuro-Symbolic Approaches for Text-Based Policy Learning ↗](https://aclanthology.org/2021.emnlp-main.245/)**Subhajit Chaudhury, Prithviraj Sen, Masaki Ono et al.*12 citations*
533. **[OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data ↗](https://aclanthology.org/2021.emnlp-demo.28/)**Vibhu Bhatia, Vidya Prasad Akavoor, Sejin Paik et al. · System Demonstrations*12 citations*
534. **[RankNAS: Efficient Neural Architecture Search by Pairwise Ranking ↗](https://aclanthology.org/2021.emnlp-main.191/)**Chi Hu, Chenglong Wang, Xiangnan Ma et al.*12 citations*
535. **[Rationales for Sequential Predictions ↗](https://aclanthology.org/2021.emnlp-main.807/)**Keyon Vafa, Yuntian Deng, David Blei et al.*12 citations*
536. **[Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification ↗](https://aclanthology.org/2021.emnlp-main.252/)**Jiachen Tian, Shizhan Chen, Xiaowang Zhang et al.*12 citations*
537. **[Reference-Centric Models for Grounded Collaborative Dialogue ↗](https://aclanthology.org/2021.emnlp-main.163/)**Daniel Fried, Justin Chiu, Dan Klein*12 citations*
538. **[Semantic Novelty Detection in Natural Language Descriptions ↗](https://aclanthology.org/2021.emnlp-main.66/)**Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder et al.*12 citations*
539. **[Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation ↗](https://aclanthology.org/2021.emnlp-main.57/)**Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang et al.*12 citations*
540. **[Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers ↗](https://aclanthology.org/2021.emnlp-main.310/)**Zhuang Li, Lizhen Qu, Gholamreza Haffari*12 citations*
541. **[Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution](https://md.research.elamur.ai/free/en/papers/emelin-2021-wino-x-multilingual-winograd-schemas/)**Denis Emelin, Rico Sennrich*12 citations · our summary*
542. **[A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing ↗](https://aclanthology.org/2021.emnlp-main.714/)**Chunchuan Lyu, Shay B. Cohen, Ivan Titov*11 citations*
543. **[BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning ↗](https://aclanthology.org/2021.emnlp-main.277/)**Jin Yea Jang, San Kim, Minyoung Jung et al.*11 citations*
544. **[Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval ↗](https://aclanthology.org/2021.emnlp-main.566/)**Devang Kulshreshtha, Robert Belfer, Iulian Vlad Serban et al.*11 citations*
545. **[CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU ↗](https://aclanthology.org/2021.emnlp-main.156/)**Bo Feng, Qian Lou, Lei Jiang et al.*11 citations*
546. **[Continual Few-Shot Learning for Text Classification ↗](https://aclanthology.org/2021.emnlp-main.460/)**Ramakanth Pasunuru, Veselin Stoyanov, Mohit Bansal*11 citations*
547. **[Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking ↗](https://aclanthology.org/2021.emnlp-main.87/)**Nikita Moghe, Mark Steedman, Alexandra Birch*11 citations*
548. **[ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 ↗](https://aclanthology.org/2021.emnlp-demo.8/)**Bonan Min, Benjamin Rozonoyer, Haoling Qiu et al. · System Demonstrations*11 citations*
549. **[Exploring Methods for Generating Feedback Comments for Writing Learning ↗](https://aclanthology.org/2021.emnlp-main.766/)**Kazuaki Hanawa, Ryo Nagata, Kentaro Inui*11 citations*
550. **[Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference](https://md.research.elamur.ai/free/en/papers/held-2021-focus-what-matters-applying-discourse/)**William Held, Dan Iter, Dan Jurafsky*11 citations · our summary*
551. **[GeneSis: A Generative Approach to Substitutes in Context ↗](https://aclanthology.org/2021.emnlp-main.844/)**Caterina Lacerra, Rocco Tripodi, Roberto Navigli*11 citations*
552. **[Have You Seen That Number? Investigating Extrapolation in Question Answering Models ↗](https://aclanthology.org/2021.emnlp-main.563/)**Jeonghwan Kim, Giwon Hong, Kyung-min Kim et al.*11 citations*
553. **[Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning ↗](https://aclanthology.org/2021.emnlp-main.839/)**Xinghua Zhang, Bowen Yu, Tingwen Liu et al.*11 citations*
554. **[Layer-wise Model Pruning based on Mutual Information ↗](https://aclanthology.org/2021.emnlp-main.246/)**Chun Fan, Jiwei Li, Tianwei Zhang et al.*11 citations*
555. **[Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization ↗](https://aclanthology.org/2021.emnlp-main.336/)**Haoran Li, Song Xu, Peng Yuan et al.*11 citations*
556. **[Linguistic Dependencies and Statistical Dependence ↗](https://aclanthology.org/2021.emnlp-main.234/)**Jacob Louis Hoover, Wenyu Du, Alessandro Sordoni et al.*11 citations*
557. **[Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy ↗](https://aclanthology.org/2021.emnlp-main.387/)**Colin Clement, Shuai Lu, Xiaoyu Liu et al.*11 citations*
558. **[Matching-oriented Embedding Quantization For Ad-hoc Retrieval ↗](https://aclanthology.org/2021.emnlp-main.640/)**Shitao Xiao, Zheng Liu, Yingxia Shao et al.*11 citations*
559. **[Modular Self-Supervision for Document-Level Relation Extraction ↗](https://aclanthology.org/2021.emnlp-main.429/)**Sheng Zhang, Cliff Wong, Naoto Usuyama et al.*11 citations*
560. **[MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations ↗](https://aclanthology.org/2021.emnlp-main.205/)**Xinyin Ma, Yong Jiang, Nguyen Bach et al.*11 citations*
561. **[Neural Natural Logic Inference for Interpretable Question Answering ↗](https://aclanthology.org/2021.emnlp-main.298/)**Jihao Shi, Xiao Ding, Li Du et al.*11 citations*
562. **[Numerical reasoning in machine reading comprehension tasks: are we there yet? ↗](https://aclanthology.org/2021.emnlp-main.759/)**Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo*11 citations*
563. **[Point-of-Interest Type Prediction using Text and Images ↗](https://aclanthology.org/2021.emnlp-main.614/)**Danae Sánchez Villegas, Nikolaos Aletras*11 citations*
564. **[Project Debater APIs: Decomposing the AI Grand Challenge ↗](https://aclanthology.org/2021.emnlp-demo.31/)**Roy Bar-Haim, Yoav Kantor, Elad Venezian et al. · System Demonstrations*11 citations*
565. **[SPARQLing Database Queries from Intermediate Question Decompositions ↗](https://aclanthology.org/2021.emnlp-main.708/)**Irina Saparina, Anton Osokin*11 citations*
566. **[Self-training with Few-shot Rationalization ↗](https://aclanthology.org/2021.emnlp-main.836/)**Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata Mukherjee*11 citations*
567. **[Sequential Cross-Document Coreference Resolution](https://md.research.elamur.ai/free/en/papers/allaway-2021-sequential-cross-document-coreference-resolution/)**Emily Allaway, Shuai Wang, Miguel Ballesteros*11 citations · our summary*
568. **[Set Generation Networks for End-to-End Knowledge Base Population ↗](https://aclanthology.org/2021.emnlp-main.760/)**Dianbo Sui, Chenhao Wang, Yubo Chen et al.*11 citations*
569. **[Sociolectal Analysis of Pretrained Language Models ↗](https://aclanthology.org/2021.emnlp-main.375/)**Sheng Zhang, Xin Zhang, Weiming Zhang et al.*11 citations*
570. **[Transformer-based Lexically Constrained Headline Generation ↗](https://aclanthology.org/2021.emnlp-main.335/)**Kosuke Yamada, Yuta Hitomi, Hideaki Tamori et al.*11 citations*
571. **[Unsupervised Relation Extraction: A Variational Autoencoder Approach ↗](https://aclanthology.org/2021.emnlp-main.147/)**Chenhan Yuan, Hoda Eldardiry*11 citations*
572. **[YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews ↗](https://aclanthology.org/2021.emnlp-main.721/)**Matan Orbach, Orith Toledo-Ronen, Artem Spector et al.*11 citations*
573. **[“Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models ↗](https://aclanthology.org/2021.emnlp-main.790/)**Roma Patel, Ellie Pavlick*11 citations*
574. **[Adversarial Attack against Cross-lingual Knowledge Graph Alignment ↗](https://aclanthology.org/2021.emnlp-main.432/)**Zeru Zhang, Zijie Zhang, Yang Zhou et al.*10 citations*
575. **[Aligning Actions Across Recipe Graphs ↗](https://aclanthology.org/2021.emnlp-main.554/)**Lucia Donatelli, Theresa Schmidt, Debanjali Biswas et al.*10 citations*
576. **[Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast ↗](https://aclanthology.org/2021.emnlp-main.309/)**Liang Wang, Wei Zhao, Jingming Liu*10 citations*
577. **[Can We Improve Model Robustness through Secondary Attribute Counterfactuals? ↗](https://aclanthology.org/2021.emnlp-main.386/)**Ananth Balashankar, Xuezhi Wang, Ben Packer et al.*10 citations*
578. **[ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring ↗](https://aclanthology.org/2021.emnlp-main.691/)**Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan et al.*10 citations*
579. **[Detecting Speaker Personas from Conversational Texts ↗](https://aclanthology.org/2021.emnlp-main.86/)**Jia-Chen Gu, Zhenhua Ling, Yu Wu et al.*10 citations*
580. **[Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning ↗](https://aclanthology.org/2021.emnlp-main.15/)**Xiangyu Lin, Tianyi Liu, Weijia Jia et al.*10 citations*
581. **[Don't Go Far Off: An Empirical Study on Neural Poetry Translation ↗](https://aclanthology.org/2021.emnlp-main.577/)**Tuhin Chakrabarty, Arkadiy Saakyan, Smaranda Muresan*10 citations*
582. **[Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation ↗](https://aclanthology.org/2021.emnlp-main.260/)**Tianfu Zhang, Heyan Huang, Chong Feng et al.*10 citations*
583. **[Fine-grained Entity Typing without Knowledge Base ↗](https://aclanthology.org/2021.emnlp-main.431/)**Jing Qian, Yibin Liu, Lemao Liu et al.*10 citations*
584. **[GMH: A General Multi-hop Reasoning Model for KG Completion ↗](https://aclanthology.org/2021.emnlp-main.276/)**Yao Zhang, Hongru Liang, Adam Jatowt et al.*10 citations*
585. **[GraphMR: Graph Neural Network for Mathematical Reasoning ↗](https://aclanthology.org/2021.emnlp-main.273/)**Weijie Feng, Binbin Liu, Dongpeng Xu et al.*10 citations*
586. **[Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with Pseudowords ↗](https://aclanthology.org/2021.emnlp-main.806/)**Taelin Karidi, Yichu Zhou, Nathan Schneider et al.*10 citations*
587. **[QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions ↗](https://aclanthology.org/2021.emnlp-main.778/)**Daniela Brook Weiss, Paul Roit, Ayal Klein et al.*10 citations*
588. **[Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction ↗](https://aclanthology.org/2021.emnlp-main.219/)**Hui Wu, Xiaodong Shi*10 citations*
589. **[To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning ↗](https://aclanthology.org/2021.emnlp-main.689/)**Lukas Lange, Jannik Strötgen, Heike Adel et al.*10 citations*
590. **[Truth-Conditional Captions for Time Series Data ↗](https://aclanthology.org/2021.emnlp-main.55/)**Harsh Jhamtani, Taylor Berg-Kirkpatrick*10 citations*
591. **[Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training ↗](https://aclanthology.org/2021.emnlp-main.580/)**Minghao Wu, Yitong Li, Meng Zhang et al.*10 citations*
592. **[“So You Think You're Funny?”: Rating the Humour Quotient in Standup Comedy ↗](https://aclanthology.org/2021.emnlp-main.789/)**Anirudh Mittal, Pranav Jeevan P, Prerak Gandhi et al.*10 citations*
593. **[iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration ↗](https://aclanthology.org/2021.emnlp-demo.33/)**Eran Hirsch, Alon Eirew, Ori Shapira et al. · System Demonstrations*10 citations*
594. **[An Information-Theoretic Characterization of Morphological Fusion ↗](https://aclanthology.org/2021.emnlp-main.793/)**Neil Rathi, Michael Hahn, Richard Futrell*9 citations*
595. **[Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs ↗](https://aclanthology.org/2021.emnlp-main.253/)**Chenchen Ye, Linhai Zhang, Yulan He et al.*9 citations*
596. **[CHoRaL: Collecting Humor Reaction Labels from Millions of Social Media Users ↗](https://aclanthology.org/2021.emnlp-main.364/)**Zixiaofan Yang, Shayan Hooshmand, Julia Hirschberg*9 citations*
597. **[Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification ↗](https://aclanthology.org/2021.emnlp-main.676/)**Daria Pylypenko, Kwabena Amponsah-Kaakyire, Koel Dutta Chowdhury et al.*9 citations*
598. **[Conditional Poisson Stochastic Beam Search ↗](https://aclanthology.org/2021.emnlp-main.52/)**Clara Meister, Afra Amini, Tim Vieira et al.*9 citations*
599. **[Cross-lingual Sentence Embedding using Multi-Task Learning ↗](https://aclanthology.org/2021.emnlp-main.716/)**Koustava Goswami, Sourav Dutta, Haytham Assem et al.*9 citations*
600. **[Data-to-text Generation by Splicing Together Nearest Neighbors ↗](https://aclanthology.org/2021.emnlp-main.352/)**Sam Wiseman, Arturs Backurs, Karl Stratos*9 citations*

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