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title: "EMNLP 2020 — all accepted papers, page 7 — Elamur Research"
description: "All 787 papers of EMNLP 2020 · page 7 of 8, the most cited first; those with our summary link to it."
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# EMNLP 2020: all accepted papers

787 papers · page 7 of 8 · the most cited first · [← EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/)

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601. **[Learning VAE-LDA Models with Rounded Reparameterization Trick ↗](https://aclanthology.org/2020.emnlp-main.101/)**Runzhi Tian, Yongyi Mao, Richong Zhang*14 citations*
602. **[Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation ↗](https://aclanthology.org/2020.emnlp-main.493/)**Minki Kang, Moonsu Han, Sung Ju Hwang*14 citations*
603. **[Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection ↗](https://aclanthology.org/2020.emnlp-main.113/)**Jingfeng Yang, Diyi Yang, Zhaoran Ma*14 citations*
604. **[Predicting Reference: What do Language Models Learn about Discourse Models? ↗](https://aclanthology.org/2020.emnlp-main.70/)**Shiva Upadhye, Leon Bergen, Andrew Kehler*14 citations*
605. **[Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection ↗](https://aclanthology.org/2020.emnlp-main.682/)**Adam Tsakalidis, Maria Liakata*14 citations*
606. **[TNT: Text Normalization based Pre-training of Transformers for Content Moderation ↗](https://aclanthology.org/2020.emnlp-main.383/)**Fei Tan, Yifan Hu, Changwei Hu et al.*14 citations*
607. **[Towards Modeling Revision Requirements in wikiHow Instructions ↗](https://aclanthology.org/2020.emnlp-main.675/)**Irshad Bhat, Talita Anthonio, Michael Roth*14 citations*
608. **[VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling ↗](https://aclanthology.org/2020.emnlp-main.513/)**Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo*14 citations*
609. **[Visually Grounded Continual Learning of Compositional Phrases ↗](https://aclanthology.org/2020.emnlp-main.158/)**Xisen Jin, Junyi Du, Arka Sadhu et al.*14 citations*
610. **[When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models ↗](https://aclanthology.org/2020.emnlp-main.502/)**Changlong Yu, Jialong Han, Peifeng Wang et al.*14 citations*
611. **[A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression ↗](https://aclanthology.org/2020.emnlp-main.167/)**Mingming Sun, Wenyue Hua, Zoey Liu et al.*13 citations*
612. **[A Spectral Method for Unsupervised Multi-Document Summarization ↗](https://aclanthology.org/2020.emnlp-main.32/)**Kexiang Wang, Baobao Chang, Zhifang Sui*13 citations*
613. **[Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces ↗](https://aclanthology.org/2020.emnlp-main.335/)**Albert Webson, Zhizhong Chen, Carsten Eickhoff et al.*13 citations*
614. **[Better Highlighting: Creating Sub-Sentence Summary Highlights ↗](https://aclanthology.org/2020.emnlp-main.509/)**Sangwoo Cho, Kaiqiang Song, Chen Li et al.*13 citations*
615. **[Design Challenges in Low-resource Cross-lingual Entity Linking ↗](https://aclanthology.org/2020.emnlp-main.521/)**Xingyu Fu, Weijia Shi, Xiaodong Yu et al.*13 citations*
616. **[NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets ↗](https://aclanthology.org/2020.emnlp-demos.3/)**Victor Dibia · System Demonstrations*13 citations*
617. **[PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge ↗](https://aclanthology.org/2020.emnlp-main.611/)**Yun He, Zhuoer Wang, Yin Zhang et al.*13 citations*
618. **[Scene Restoring for Narrative Machine Reading Comprehension ↗](https://aclanthology.org/2020.emnlp-main.247/)**Zhixing Tian, Yuanzhe Zhang, Kang Liu et al.*13 citations*
619. **[Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding ↗](https://aclanthology.org/2020.emnlp-main.718/)**Loitongbam Gyanendro Singh, Anasua Mitra, Sanasam Ranbir Singh*13 citations*
620. **[Annotating Temporal Dependency Graphs via Crowdsourcing ↗](https://aclanthology.org/2020.emnlp-main.432/)**Jiarui Yao, Haoling Qiu, Bonan Min et al.*12 citations*
621. **[BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations](https://md.research.elamur.ai/free/en/papers/soler-2020-bert-knows-punta-cana-is/)**Aina Garí Soler, Marianna Apidianaki*12 citations · our summary*
622. **[Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection ↗](https://aclanthology.org/2020.emnlp-main.142/)**Shaolei Wang, Zhongyuan Wang, Wanxiang Che et al.*12 citations*
623. **[Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations ↗](https://aclanthology.org/2020.emnlp-main.538/)**Lingzhi Wang, Jing Li, Xingshan Zeng et al.*12 citations*
624. **[Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art](https://md.research.elamur.ai/free/en/papers/lu-2020-conundrums-entity-coreference-resolution-making/)**Jing Lu, Vincent Ng*12 citations · our summary*
625. **[Dissecting Span Identification Tasks with Performance Prediction ↗](https://aclanthology.org/2020.emnlp-main.396/)**Sean Papay, Roman Klinger, Sebastian Padó*12 citations*
626. **[F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering ↗](https://aclanthology.org/2020.emnlp-main.575/)**Hendrik Schuff, Heike Adel, Ngoc Thang Vu*12 citations*
627. **[Improving Text Generation with Student-Forcing Optimal Transport ↗](https://aclanthology.org/2020.emnlp-main.735/)**Jianqiao Li, Chunyuan Li, Guoyin Wang et al.*12 citations*
628. **[Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification ↗](https://aclanthology.org/2020.emnlp-main.345/)**Prithviraj Sen, Marina Danilevsky, Yunyao Li et al.*12 citations*
629. **[Machine Reasoning: Technology, Dilemma and Future ↗](https://aclanthology.org/2020.emnlp-tutorials.1/)**Nan Duan, Duyu Tang, Ming Zhou · Tutorial Abstracts*12 citations*
630. **[Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task ↗](https://aclanthology.org/2020.emnlp-main.529/)**Dongyeop Kang, Eduard Hovy*12 citations*
631. **[Semantically Inspired AMR Alignment for the Portuguese Language ↗](https://aclanthology.org/2020.emnlp-main.123/)**Rafael Anchiêta, Thiago Pardo*12 citations*
632. **[Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models ↗](https://aclanthology.org/2020.emnlp-main.375/)**Ethan Wilcox, Peng Qian, Richard Futrell et al.*12 citations*
633. **[The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures ↗](https://aclanthology.org/2020.emnlp-main.186/)**Haim Dubossarsky, Ivan Vulić, Roi Reichart et al.*12 citations*
634. **[Within-Between Lexical Relation Classification ↗](https://aclanthology.org/2020.emnlp-main.284/)**Oren Barkan, Avi Caciularu, Ido Dagan*12 citations*
635. **[Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 ↗](https://aclanthology.org/2020.emnlp-main.343/)**Yosi Mass, Haggai Roitman*11 citations*
636. **[An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training ↗](https://aclanthology.org/2020.emnlp-main.394/)**Kristjan Arumae, Qing Sun, Parminder Bhatia*11 citations*
637. **[BENNERD: A Neural Named Entity Linking System for COVID-19 ↗](https://aclanthology.org/2020.emnlp-demos.24/)**Mohammad Golam Sohrab, Khoa Duong, Makoto Miwa et al. · System Demonstrations*11 citations*
638. **[Cross Copy Network for Dialogue Generation ↗](https://aclanthology.org/2020.emnlp-main.149/)**Changzhen Ji, Xin Zhou, Yating Zhang et al.*11 citations*
639. **[Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast–-Choose Three ↗](https://aclanthology.org/2020.emnlp-main.450/)**Steven Reich, David Mueller, Nicholas Andrews*11 citations*
640. **[Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness ↗](https://aclanthology.org/2020.emnlp-main.68/)**Reina Akama, Sho Yokoi, Jun Suzuki et al.*11 citations*
641. **[Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU ↗](https://aclanthology.org/2020.emnlp-main.26/)**Brielen Madureira, David Schlangen*11 citations*
642. **[LOGAN: Local Group Bias Detection by Clustering ↗](https://aclanthology.org/2020.emnlp-main.155/)**Jieyu Zhao, Kai-Wei Chang*11 citations*
643. **[Learning Structured Representations of Entity Names using Active Learning and Weak Supervision ↗](https://aclanthology.org/2020.emnlp-main.517/)**Kun Qian, Poornima Chozhiyath Raman, Yunyao Li et al.*11 citations*
644. **[Multilevel Text Alignment with Cross-Document Attention ↗](https://aclanthology.org/2020.emnlp-main.407/)**Xuhui Zhou, Nikolaos Pappas, Noah A. Smith*11 citations*
645. **[Pre-training Mention Representations in Coreference Models ↗](https://aclanthology.org/2020.emnlp-main.687/)**Yuval Varkel, Amir Globerson*11 citations*
646. **[TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks](https://md.research.elamur.ai/free/en/papers/long-2020-ted-cdb-large-scale-chinese/)**Wanqiu Long, Bonnie Webber, Deyi Xiong*11 citations · our summary*
647. **[Task-Completion Dialogue Policy Learning via Monte Carlo Tree Search with Dueling Network ↗](https://aclanthology.org/2020.emnlp-main.278/)**Sihan Wang, Kaijie Zhou, Kunfeng Lai et al.*11 citations*
648. **[Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games ↗](https://aclanthology.org/2020.emnlp-main.241/)**Subhajit Chaudhury, Daiki Kimura, Kartik Talamadupula et al.*10 citations*
649. **[Embedding Words in Non-Vector Space with Unsupervised Graph Learning ↗](https://aclanthology.org/2020.emnlp-main.594/)**Max Ryabinin, Sergei Popov, Liudmila Prokhorenkova et al.*10 citations*
650. **[Generating Diverse Translation from Model Distribution with Dropout ↗](https://aclanthology.org/2020.emnlp-main.82/)**Xuanfu Wu, Yang Feng, Chenze Shao*10 citations*
651. **[Help! Need Advice on Identifying Advice ↗](https://aclanthology.org/2020.emnlp-main.427/)**Venkata Subrahmanyan Govindarajan, Benjamin Chen, Rebecca Warholic et al.*10 citations*
652. **[Identifying Exaggerated Language ↗](https://aclanthology.org/2020.emnlp-main.571/)**Li Kong, Chuanyi Li, Jidong Ge et al.*10 citations*
653. **[Learning a Cost-Effective Annotation Policy for Question Answering ↗](https://aclanthology.org/2020.emnlp-main.246/)**Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun*10 citations*
654. **[Multi-Step Inference for Reasoning Over Paragraphs ↗](https://aclanthology.org/2020.emnlp-main.245/)**Jiangming Liu, Matt Gardner, Shay B. Cohen et al.*10 citations*
655. **[On the Sparsity of Neural Machine Translation Models ↗](https://aclanthology.org/2020.emnlp-main.78/)**Yong Wang, Longyue Wang, Victor Li et al.*10 citations*
656. **[Querying Across Genres for Medical Claims in News ↗](https://aclanthology.org/2020.emnlp-main.139/)**Chaoyuan Zuo, Narayan Acharya, Ritwik Banerjee*10 citations*
657. **[Social Media Attributions in the Context of Water Crisis ↗](https://aclanthology.org/2020.emnlp-main.109/)**Rupak Sarkar, Sayantan Mahinder, Hirak Sarkar et al.*10 citations*
658. **[Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction ↗](https://aclanthology.org/2020.emnlp-main.690/)**Patrick Hohenecker, Frank Mtumbuka, Vid Kocijan et al.*10 citations*
659. **[Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems ↗](https://aclanthology.org/2020.emnlp-main.203/)**Jindřich Libovický, Alexander Fraser*10 citations*
660. **[Understanding Procedural Text using Interactive Entity Networks ↗](https://aclanthology.org/2020.emnlp-main.591/)**Jizhi Tang, Yansong Feng, Dongyan Zhao*10 citations*
661. **[Unsupervised Adaptation of Question Answering Systems via Generative Self-training ↗](https://aclanthology.org/2020.emnlp-main.87/)**Steven Rennie, Etienne Marcheret, Neil Mallinar et al.*10 citations*
662. **[Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains ↗](https://aclanthology.org/2020.emnlp-main.239/)**Weijie Yu, Chen Xu, Jun Xu et al.*10 citations*
663. **[Alignment-free Cross-lingual Semantic Role Labeling ↗](https://aclanthology.org/2020.emnlp-main.319/)**Rui Cai, Mirella Lapata*9 citations*
664. **[An Element-aware Multi-representation Model for Law Article Prediction ↗](https://aclanthology.org/2020.emnlp-main.540/)**Huilin Zhong, Junsheng Zhou, Weiguang Qu et al.*9 citations*
665. **[COD3S: Diverse Generation with Discrete Semantic Signatures ↗](https://aclanthology.org/2020.emnlp-main.421/)**Nathaniel Weir, João Sedoc, Benjamin Van Durme*9 citations*
666. **[Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments ↗](https://aclanthology.org/2020.emnlp-main.604/)**Sungho Jeon, Michael Strube*9 citations*
667. **[DualTKB: A Dual Learning Bridge between Text and Knowledge Base ↗](https://aclanthology.org/2020.emnlp-main.694/)**Pierre Dognin, Igor Melnyk, Inkit Padhi et al.*9 citations*
668. **[Language Model Prior for Low-Resource Neural Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.615/)**Christos Baziotis, Barry Haddow, Alexandra Birch*9 citations*
669. **[MLSUM: The Multilingual Summarization Corpus](https://md.research.elamur.ai/free/en/papers/scialom-2020-mlsum-multilingual-summarization-corpus/)**Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier et al.*9 citations · our summary*
670. **[MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge ↗](https://aclanthology.org/2020.emnlp-main.626/)**Sopan Khosla, Shikhar Vashishth, Jill Fain Lehman et al.*9 citations*
671. **[Personal Information Leakage Detection in Conversations ↗](https://aclanthology.org/2020.emnlp-main.532/)**Qiongkai Xu, Lizhen Qu, Zeyu Gao et al.*9 citations*
672. **[Precise Task Formalization Matters in Winograd Schema Evaluations ↗](https://aclanthology.org/2020.emnlp-main.664/)**Haokun Liu, William Huang, Dhara Mungra et al.*9 citations*
673. **[Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction ↗](https://aclanthology.org/2020.emnlp-main.238/)**Xu Zhao, Zihao Wang, Hao Wu et al.*9 citations*
674. **[Suicidal Risk Detection for Military Personnel ↗](https://aclanthology.org/2020.emnlp-main.198/)**Sungjoon Park, Kiwoong Park, Jaimeen Ahn et al.*9 citations*
675. **[Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots ↗](https://aclanthology.org/2020.emnlp-main.490/)**Yuanmeng Yan, Keqing He, Hong Xu et al.*8 citations*
676. **[Exploiting Sentence Order in Document Alignment ↗](https://aclanthology.org/2020.emnlp-main.483/)**Brian Thompson, Philipp Koehn*8 citations*
677. **[Grounded Compositional Outputs for Adaptive Language Modeling ↗](https://aclanthology.org/2020.emnlp-main.96/)**Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith*8 citations*
678. **[Improving Bilingual Lexicon Induction for Low Frequency Words ↗](https://aclanthology.org/2020.emnlp-main.100/)**Jiaji Huang, Xingyu Cai, Kenneth Church*8 citations*
679. **[IsOBS: An Information System for Oracle Bone Script ↗](https://aclanthology.org/2020.emnlp-demos.29/)**Xu Han, Yuzhuo Bai, Keyue Qiu et al. · System Demonstrations*8 citations*
680. **[Joint Estimation and Analysis of Risk Behavior Ratings in Movie Scripts ↗](https://aclanthology.org/2020.emnlp-main.387/)**Victor Martinez, Krishna Somandepalli, Yalda Tehranian-Uhls et al.*8 citations*
681. **[MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification ↗](https://aclanthology.org/2020.emnlp-main.544/)**Qianli Ma, Zhenxi Lin, Jiangyue Yan et al.*8 citations*
682. **[Modularized Syntactic Neural Networks for Sentence Classification ↗](https://aclanthology.org/2020.emnlp-main.222/)**Haiyan Wu, Ying Liu, Shaoyun Shi*8 citations*
683. **[On the weak link between importance and prunability of attention heads ↗](https://aclanthology.org/2020.emnlp-main.260/)**Aakriti Budhraja, Madhura Pande, Preksha Nema et al.*8 citations*
684. **[PatchBERT: Just-in-Time, Out-of-Vocabulary Patching ↗](https://aclanthology.org/2020.emnlp-main.631/)**Sangwhan Moon, Naoaki Okazaki*8 citations*
685. **[Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings ↗](https://aclanthology.org/2020.emnlp-main.360/)**Naoki Otani, Satoru Ozaki, Xingyuan Zhao et al.*8 citations*
686. **[Routing Enforced Generative Model for Recipe Generation ↗](https://aclanthology.org/2020.emnlp-main.311/)**Zhiwei Yu, Hongyu Zang, Xiaojun Wan*8 citations*
687. **[A Method for Building a Commonsense Inference Dataset based on Basic Events ↗](https://aclanthology.org/2020.emnlp-main.192/)**Kazumasa Omura, Daisuke Kawahara, Sadao Kurohashi*7 citations*
688. **[A Visually-grounded First-person Dialogue Dataset with Verbal and Non-verbal Responses ↗](https://aclanthology.org/2020.emnlp-main.267/)**Hisashi Kamezawa, Noriki Nishida, Nobuyuki Shimizu et al.*7 citations*
689. **[Acrostic Poem Generation ↗](https://aclanthology.org/2020.emnlp-main.94/)**Rajat Agarwal, Katharina Kann*7 citations*
690. **[Affective Event Classification with Discourse-enhanced Self-training ↗](https://aclanthology.org/2020.emnlp-main.452/)**Yuan Zhuang, Tianyu Jiang, Ellen Riloff*7 citations*
691. **[An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets ↗](https://aclanthology.org/2020.emnlp-main.46/)**Gregory Spell, Brian Guay, Sunshine Hillygus et al.*7 citations*
692. **[An Empirical Study of Generation Order for Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.464/)**William Chan, Mitchell Stern, Jamie Kiros et al.*7 citations*
693. **[Compositional Phrase Alignment and Beyond ↗](https://aclanthology.org/2020.emnlp-main.125/)**Yuki Arase, Jun'ichi Tsujii*7 citations*
694. **[Conversational Document Prediction to Assist Customer Care Agents ↗](https://aclanthology.org/2020.emnlp-main.25/)**Jatin Ganhotra, Haggai Roitman, Doron Cohen et al.*7 citations*
695. **[Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation ↗](https://aclanthology.org/2020.emnlp-main.157/)**Robert Munro, Alex (Carmen) Morrison*7 citations*
696. **[Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference ↗](https://aclanthology.org/2020.emnlp-main.657/)**Xiaoan Ding, Tianyu Liu, Baobao Chang et al.*7 citations*
697. **[High Performance Natural Language Processing ↗](https://aclanthology.org/2020.emnlp-tutorials.4/)**Gabriel Ilharco, Cesar Ilharco, Iulia Turc et al. · Tutorial Abstracts*7 citations*
698. **[Inference Strategies for Machine Translation with Conditional Masking ↗](https://aclanthology.org/2020.emnlp-main.465/)**Julia Kreutzer, George Foster, Colin Cherry*7 citations*
699. **[Modeling the Music Genre Perception across Language-Bound Cultures ↗](https://aclanthology.org/2020.emnlp-main.386/)**Elena V. Epure, Guillaume Salha, Manuel Moussallam et al.*7 citations*
700. **[NwQM: A neural quality assessment framework for Wikipedia ↗](https://aclanthology.org/2020.emnlp-main.674/)**Bhanu Prakash Reddy, Sasi Bhushan, Soumya Sarkar et al.*7 citations*

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