---
title: "EMNLP 2021 — all accepted papers, page 8 — Elamur Research"
description: "All 895 papers of EMNLP 2021 · page 8 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 8 of 9 · the most cited first · [← EMNLP 2021](https://md.research.elamur.ai/free/en/venues/emnlp/2021/)

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701. **[Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement ↗](https://aclanthology.org/2021.emnlp-main.377/)**Bingzhi Li, Guillaume Wisniewski, Benoit Crabbé*6 citations*
702. **[Automatically Exposing Problems with Neural Dialog Models ↗](https://aclanthology.org/2021.emnlp-main.37/)**Dian Yu, Kenji Sagae*6 citations*
703. **[Bayesian Topic Regression for Causal Inference ↗](https://aclanthology.org/2021.emnlp-main.644/)**Maximilian Ahrens, Julian Ashwin, Jan-Peter Calliess et al.*6 citations*
704. **[Biomedical Concept Normalization by Leveraging Hypernyms ↗](https://aclanthology.org/2021.emnlp-main.284/)**Cheng Yan, Yuanzhe Zhang, Kang Liu et al.*6 citations*
705. **[COMBO: State-of-the-Art Morphosyntactic Analysis ↗](https://aclanthology.org/2021.emnlp-demo.7/)**Mateusz Klimaszewski, Alina Wróblewska · System Demonstrations*6 citations*
706. **[Classifying Dyads for Militarized Conflict Analysis ↗](https://aclanthology.org/2021.emnlp-main.613/)**Niklas Stoehr, Lucas Torroba Hennigen, Samin Ahbab et al.*6 citations*
707. **[Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer ↗](https://aclanthology.org/2021.emnlp-main.729/)**Yun Ma, Yangbin Chen, Xudong Mao et al.*6 citations*
708. **[Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation ↗](https://aclanthology.org/2021.emnlp-main.197/)**Xin Tan, Longyin Zhang, Guodong Zhou*6 citations*
709. **[Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation ↗](https://aclanthology.org/2021.emnlp-main.756/)**Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber et al.*6 citations*
710. **[Evaluating the Morphosyntactic Well-formedness of Generated Texts ↗](https://aclanthology.org/2021.emnlp-main.570/)**Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani et al.*6 citations*
711. **[FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations ↗](https://aclanthology.org/2021.emnlp-main.660/)**Lukas Lange, Heike Adel, Jannik Strötgen et al.*6 citations*
712. **[Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding ↗](https://aclanthology.org/2021.emnlp-main.91/)**Tobias Falke, Patrick Lehnen*6 citations*
713. **[Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing ↗](https://aclanthology.org/2021.emnlp-main.472/)**Jingfeng Yang, Federico Fancellu, Bonnie Webber et al.*6 citations*
714. **[Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection ↗](https://aclanthology.org/2021.emnlp-main.268/)**Thuy-Trang Vu, Xuanli He, Dinh Phung et al.*6 citations*
715. **[Good-Enough Example Extrapolation ↗](https://aclanthology.org/2021.emnlp-main.479/)**Jason Wei*6 citations*
716. **[IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages ↗](https://aclanthology.org/2021.emnlp-main.79/)**Rexhina Blloshmi, Tommaso Pasini, Niccolò Campolungo et al.*6 citations*
717. **[Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text ↗](https://aclanthology.org/2021.emnlp-main.141/)**Christopher Clark, Jordi Salvador, Dustin Schwenk et al.*6 citations*
718. **[It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data ↗](https://aclanthology.org/2021.emnlp-main.537/)**Jinming Zhao, Philip Arthur, Gholamreza Haffari et al.*6 citations*
719. **[Jointly Learning to Repair Code and Generate Commit Message ↗](https://aclanthology.org/2021.emnlp-main.771/)**Jiaqi Bai, Long Zhou, Ambrosio Blanco et al.*6 citations*
720. **[LexiClean: An annotation tool for rapid multi-task lexical normalisation ↗](https://aclanthology.org/2021.emnlp-demo.25/)**Tyler Bikaun, Tim French, Melinda Hodkiewicz et al. · System Demonstrations*6 citations*
721. **[Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy ↗](https://aclanthology.org/2021.emnlp-main.736/)**Alberto Testoni, Raffaella Bernardi*6 citations*
722. **[One Source, Two Targets: Challenges and Rewards of Dual Decoding ↗](https://aclanthology.org/2021.emnlp-main.671/)**Jitao Xu, François Yvon*6 citations*
723. **[Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/konno-2021-pseudo-zero-pronoun-resolution-improves/)**Ryuto Konno, Shun Kiyono, Yuichiroh Matsubayashi et al.*6 citations · our summary*
724. **[Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot ↗](https://aclanthology.org/2021.emnlp-main.350/)**Yitao Cai, Yue Cao, Xiaojun Wan*6 citations*
725. **[SWEAT: Scoring Polarization of Topics across Different Corpora ↗](https://aclanthology.org/2021.emnlp-main.788/)**Federico Bianchi, Marco Marelli, Paolo Nicoli et al.*6 citations*
726. **[SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis ↗](https://aclanthology.org/2021.emnlp-main.548/)**Pranav Maneriker, Yuntian He, Srinivasan Parthasarathy*6 citations*
727. **[Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data ↗](https://aclanthology.org/2021.emnlp-main.203/)**Erguang Yang, Mingtong Liu, Deyi Xiong et al.*6 citations*
728. **[Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach ↗](https://aclanthology.org/2021.emnlp-main.589/)**Haoming Jiang, Bo Dai, Mengjiao Yang et al.*6 citations*
729. **[Towards Label-Agnostic Emotion Embeddings ↗](https://aclanthology.org/2021.emnlp-main.728/)**Sven Buechel, Luise Modersohn, Udo Hahn*6 citations*
730. **[Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation ↗](https://aclanthology.org/2021.emnlp-main.130/)**Ashkan Alinejad, Hassan S. Shavarani, Anoop Sarkar*6 citations*
731. **[Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender ↗](https://aclanthology.org/2021.emnlp-main.782/)**Sky CH-Wang, David Jurgens*6 citations*
732. **[Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models ↗](https://aclanthology.org/2021.emnlp-main.315/)**Kun Zhou, Wayne Xin Zhao, Sirui Wang et al.*6 citations*
733. **[Wasserstein Selective Transfer Learning for Cross-domain Text Mining ↗](https://aclanthology.org/2021.emnlp-main.770/)**Lingyun Feng, Minghui Qiu, Yaliang Li et al.*6 citations*
734. **[You should evaluate your language model on marginal likelihood over tokenisations ↗](https://aclanthology.org/2021.emnlp-main.161/)**Kris Cao, Laura Rimell*6 citations*
735. **[A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ↗](https://aclanthology.org/2021.emnlp-main.471/)**Alexander Jones, William Yang Wang, Kyle Mahowald*5 citations*
736. **[A Root of a Problem: Optimizing Single-Root Dependency Parsing ↗](https://aclanthology.org/2021.emnlp-main.823/)**Miloš Stanojević, Shay B. Cohen*5 citations*
737. **[AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples ↗](https://aclanthology.org/2021.emnlp-main.571/)**Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy et al.*5 citations*
738. **[Adaptive Bridge between Training and Inference for Dialogue Generation ↗](https://aclanthology.org/2021.emnlp-main.198/)**Haoran Xu, Hainan Zhang, Yanyan Zou et al.*5 citations*
739. **[Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach ↗](https://aclanthology.org/2021.emnlp-main.527/)**Simiao Zuo, Chen Liang, Haoming Jiang et al.*5 citations*
740. **[Automatic Construction of Enterprise Knowledge Base ↗](https://aclanthology.org/2021.emnlp-demo.2/)**Junyi Chai, Yujie He, Homa Hashemi et al. · System Demonstrations*5 citations*
741. **[Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study ↗](https://aclanthology.org/2021.emnlp-main.796/)**Ranran Zhen, Rui Wang, Guohong Fu et al.*5 citations*
742. **[Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories ↗](https://aclanthology.org/2021.emnlp-main.610/)**Wenlin Yao, Xiaoman Pan, Lifeng Jin et al.*5 citations*
743. **[Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language ↗](https://aclanthology.org/2021.emnlp-main.344/)**Avia Efrat, Uri Shaham, Dan Kilman et al.*5 citations*
744. **[Don't Search for a Search Method –- Simple Heuristics Suffice for Adversarial Text Attacks ↗](https://aclanthology.org/2021.emnlp-main.647/)**Nathaniel Berger, Stefan Riezler, Sebastian Ebert et al.*5 citations*
745. **[DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling ↗](https://aclanthology.org/2021.emnlp-main.211/)**Baojun Wang, Zhao Zhang, Kun Xu et al.*5 citations*
746. **[Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement ↗](https://aclanthology.org/2021.emnlp-main.641/)**Mengting Hu, Honglei Guo, Shiwan Zhao et al.*5 citations*
747. **[Event Graph based Sentence Fusion ↗](https://aclanthology.org/2021.emnlp-main.334/)**Ruifeng Yuan, Zili Wang, Wenjie Li*5 citations*
748. **[Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization ↗](https://aclanthology.org/2021.emnlp-main.337/)**Zhiyuan Zeng, Jiaze Chen, Weiran Xu et al.*5 citations*
749. **[Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings ↗](https://aclanthology.org/2021.emnlp-main.186/)**Shaopeng Lai, Ante Wang, Fandong Meng et al.*5 citations*
750. **[Inducing Stereotypical Character Roles from Plot Structure ↗](https://aclanthology.org/2021.emnlp-main.39/)**Labiba Jahan, Rahul Mittal, Mark Finlayson*5 citations*
751. **[Intention Reasoning Network for Multi-Domain End-to-end Task-Oriented Dialogue ↗](https://aclanthology.org/2021.emnlp-main.174/)**Zhiyuan Ma, Jianjun Li, Zezheng Zhang et al.*5 citations*
752. **[Is this the end of the gold standard? A straightforward reference-less grammatical error correction metric ↗](https://aclanthology.org/2021.emnlp-main.239/)**Md Asadul Islam, Enrico Magnani*5 citations*
753. **[KOAS: Korean Text Offensiveness Analysis System ↗](https://aclanthology.org/2021.emnlp-demo.9/)**San-Hee Park, Kang-Min Kim, Seonhee Cho et al. · System Demonstrations*5 citations*
754. **[Knowledge-Enriched Natural Language Generation ↗](https://aclanthology.org/2021.emnlp-tutorials.3/)**Wenhao Yu, Meng Jiang, Zhiting Hu et al. · Tutorial Abstracts*5 citations*
755. **[Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification ↗](https://aclanthology.org/2021.emnlp-main.286/)**Shuqun Li, Liang Yang, Weidong He et al.*5 citations*
756. **[Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization ↗](https://aclanthology.org/2021.emnlp-main.497/)**Ansong Ni, Matt Gardner, Pradeep Dasigi*5 citations*
757. **[Nearest Neighbour Few-Shot Learning for Cross-lingual Classification ↗](https://aclanthology.org/2021.emnlp-main.131/)**M Saiful Bari, Batool Haider, Saab Mansour*5 citations*
758. **[On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings ↗](https://aclanthology.org/2021.emnlp-main.596/)**Peter Jansen, Kelly J. Smith, Dan Moreno et al.*5 citations*
759. **[PAUSE: Positive and Annealed Unlabeled Sentence Embedding ↗](https://aclanthology.org/2021.emnlp-main.791/)**Lele Cao, Emil Larsson, Vilhelm von Ehrenheim et al.*5 citations*
760. **[STaCK: Sentence Ordering with Temporal Commonsense Knowledge ↗](https://aclanthology.org/2021.emnlp-main.683/)**Deepanway Ghosal, Navonil Majumder, Rada Mihalcea et al.*5 citations*
761. **[Self-Supervised Quality Estimation for Machine Translation ↗](https://aclanthology.org/2021.emnlp-main.267/)**Yuanhang Zheng, Zhixing Tan, Meng Zhang et al.*5 citations*
762. **[Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems ↗](https://aclanthology.org/2021.emnlp-main.739/)**Potsawee Manakul, Mark Gales*5 citations*
763. **[The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning ↗](https://aclanthology.org/2021.emnlp-main.794/)**Yuchen Lian, Arianna Bisazza, Tessa Verhoef*5 citations*
764. **[Unsupervised Neural Machine Translation with Universal Grammar ↗](https://aclanthology.org/2021.emnlp-main.261/)**Zuchao Li, Masao Utiyama, Eiichiro Sumita et al.*5 citations*
765. **[Value-aware Approximate Attention ↗](https://aclanthology.org/2021.emnlp-main.753/)**Ankit Gupta, Jonathan Berant*5 citations*
766. **[ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization ↗](https://aclanthology.org/2021.emnlp-main.741/)**Alireza Salemi, Emad Kebriaei, Ghazal Neisi Minaei et al.*4 citations*
767. **[AUTOSUMM: Automatic Model Creation for Text Summarization ↗](https://aclanthology.org/2021.emnlp-main.798/)**Sharmila Reddy Nangi, Atharv Tyagi, Jay Mundra et al.*4 citations*
768. **[Athena 2.0: Contextualized Dialogue Management for an Alexa Prize SocialBot ↗](https://aclanthology.org/2021.emnlp-demo.15/)**Juraj Juraska, Kevin Bowden, Lena Reed et al. · System Demonstrations*4 citations*
769. **[Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations ↗](https://aclanthology.org/2021.emnlp-main.240/)**Vladimir Araujo, Andrés Villa, Marcelo Mendoza et al.*4 citations*
770. **[Building the Directed Semantic Graph for Coherent Long Text Generation ↗](https://aclanthology.org/2021.emnlp-main.200/)**Ziao Wang, Xiaofeng Zhang, Hongwei Du*4 citations*
771. **[Crowdsourcing Beyond Annotation: Case Studies in Benchmark Data Collection ↗](https://aclanthology.org/2021.emnlp-tutorials.1/)**Alane Suhr, Clara Vania, Nikita Nangia et al. · Tutorial Abstracts*4 citations*
772. **[Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News](https://md.research.elamur.ai/free/en/papers/bugert-2021-event-coreference-data-almost-free/)**Michael Bugert, Iryna Gurevych*4 citations · our summary*
773. **[Exophoric Pronoun Resolution in Dialogues with Topic Regularization ↗](https://aclanthology.org/2021.emnlp-main.311/)**Xintong Yu, Hongming Zhang, Yangqiu Song et al.*4 citations*
774. **[Exploring Non-Autoregressive Text Style Transfer ↗](https://aclanthology.org/2021.emnlp-main.730/)**Yun Ma, Qing Li*4 citations*
775. **[Extracting Material Property Measurement Data from Scientific Articles ↗](https://aclanthology.org/2021.emnlp-main.438/)**Gihan Panapitiya, Fred Parks, Jonathan Sepulveda et al.*4 citations*
776. **[GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks ↗](https://aclanthology.org/2021.emnlp-main.455/)**Weicheng Ma, Renze Lou, Kai Zhang et al.*4 citations*
777. **[Improved Latent Tree Induction with Distant Supervision via Span Constraints ↗](https://aclanthology.org/2021.emnlp-main.395/)**Zhiyang Xu, Andrew Drozdov, Jay Yoon Lee et al.*4 citations*
778. **[Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation ↗](https://aclanthology.org/2021.emnlp-main.666/)**Eva Hasler, Tobias Domhan, Jonay Trenous et al.*4 citations*
779. **[Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech Translation ↗](https://aclanthology.org/2021.emnlp-main.128/)**Marco Gaido, Susana Rodríguez, Matteo Negri et al.*4 citations*
780. **[Knowledge Base Completion Meets Transfer Learning ↗](https://aclanthology.org/2021.emnlp-main.524/)**Vid Kocijan, Thomas Lukasiewicz*4 citations*
781. **[Learning to Selectively Learn for Weakly-supervised Paraphrase Generation ↗](https://aclanthology.org/2021.emnlp-main.480/)**Kaize Ding, Dingcheng Li, Alexander Hanbo Li et al.*4 citations*
782. **[Mapping probability word problems to executable representations ↗](https://aclanthology.org/2021.emnlp-main.294/)**Simon Suster, Pieter Fivez, Pietro Totis et al.*4 citations*
783. **[Model Selection for Cross-lingual Transfer ↗](https://aclanthology.org/2021.emnlp-main.459/)**Yang Chen, Alan Ritter*4 citations*
784. **[Multivalent Entailment Graphs for Question Answering ↗](https://aclanthology.org/2021.emnlp-main.840/)**Nick McKenna, Liane Guillou, Mohammad Javad Hosseini et al.*4 citations*
785. **[Narrative Embedding: Re-Contextualization Through Attention ↗](https://aclanthology.org/2021.emnlp-main.105/)**Sean Wilner, Daniel Woolridge, Madeleine Glick*4 citations*
786. **[Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning ↗](https://aclanthology.org/2021.emnlp-main.485/)**Yuanzhi Chen, Mohammad Hasan*4 citations*
787. **[Paired Examples as Indirect Supervision in Latent Decision Models ↗](https://aclanthology.org/2021.emnlp-main.466/)**Nitish Gupta, Sameer Singh, Matt Gardner et al.*4 citations*
788. **[Region under Discussion for visual dialog ↗](https://aclanthology.org/2021.emnlp-main.390/)**Mauricio Mazuecos, Franco M. Luque, Jorge Sánchez et al.*4 citations*
789. **[Rule-based Morphological Inflection Improves Neural Terminology Translation ↗](https://aclanthology.org/2021.emnlp-main.477/)**Weijia Xu, Marine Carpuat*4 citations*
790. **[Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction ↗](https://aclanthology.org/2021.emnlp-main.816/)**Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten et al.*4 citations*
791. **[Sequential Randomized Smoothing for Adversarially Robust Speech Recognition ↗](https://aclanthology.org/2021.emnlp-main.514/)**Raphael Olivier, Bhiksha Raj*4 citations*
792. **[Smoothing Dialogue States for Open Conversational Machine Reading ↗](https://aclanthology.org/2021.emnlp-main.299/)**Zhuosheng Zhang, Siru Ouyang, Hai Zhao et al.*4 citations*
793. **[Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large ↗](https://aclanthology.org/2021.emnlp-main.838/)**Arman Zharmagambetov, Magzhan Gabidolla, Miguel A. Carreira-Perpinan*4 citations*
794. **[Studying word order through iterative shuffling ↗](https://aclanthology.org/2021.emnlp-main.809/)**Esmeralda S. Whitammer, Sameera Lanka, Pranav Goel et al.*4 citations*
795. **[The Effect of Round-Trip Translation on Fairness in Sentiment Analysis ↗](https://aclanthology.org/2021.emnlp-main.363/)**Jonathan Gabel Christiansen, Mathias Gammelgaard, Anders Søgaard*4 citations*
796. **[Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models ↗](https://aclanthology.org/2021.emnlp-main.688/)**Tassilo Klein, Moin Nabi*4 citations*
797. **[UMR-Writer: A Web Application for Annotating Uniform Meaning Representations ↗](https://aclanthology.org/2021.emnlp-demo.19/)**Jin Zhao, Nianwen Xue, Jens Van Gysel et al. · System Demonstrations*4 citations*
798. **[Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion ↗](https://aclanthology.org/2021.emnlp-main.720/)**Xiaobao Guo, Adams Kong, Huan Zhou et al.*4 citations*
799. **[WhyAct: Identifying Action Reasons in Lifestyle Vlogs ↗](https://aclanthology.org/2021.emnlp-main.392/)**Oana Ignat, Santiago Castro, Hanwen Miao et al.*4 citations*
800. **[“Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models ↗](https://aclanthology.org/2021.emnlp-main.453/)**Zihan Wang, Chengyu Dong, Jingbo Shang*4 citations*

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