---
title: "EACL 2021 — all accepted papers, page 2 — the most cited first"
description: "All 396 papers of EACL 2021 · page 2 of 4, the most cited first; those with our summary link to it."
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---
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# EACL 2021: all accepted papers

396 papers · page 2 of 4 · the most cited first · [← EACL 2021](https://md.research.elamur.ai/free/en/venues/eacl/2021/)

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101. **[Diverse Adversaries for Mitigating Bias in Training ↗](https://aclanthology.org/2021.eacl-main.239/)**Xudong Han, Timothy Baldwin, Trevor Cohn*24 citations*
102. **[End-to-End Argument Mining as Biaffine Dependency Parsing ↗](https://aclanthology.org/2021.eacl-main.55/)**Yuxiao Ye, Simone Teufel*24 citations*
103. **[HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing ↗](https://aclanthology.org/2021.eacl-demos.39/)**Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin et al. · System Demonstrations*24 citations*
104. **[Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling ↗](https://aclanthology.org/2021.eacl-main.69/)**Ernie Chang, Vera Demberg, Alex Marin*24 citations*
105. **[Towards More Fine-grained and Reliable NLP Performance Prediction ↗](https://aclanthology.org/2021.eacl-main.324/)**Zihuiwen Ye, Pengfei Liu, Jinlan Fu et al.*24 citations*
106. **[Attention Can Reflect Syntactic Structure (If You Let It) ↗](https://aclanthology.org/2021.eacl-main.264/)**Vinit Ravishankar, Artur Kulmizev, Mostafa Abdou et al.*23 citations*
107. **[Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous Graph](https://md.research.elamur.ai/free/en/papers/huang-2021-extractive-summarization-considering-discourse-coreference/)**Yin Jou Huang, Sadao Kurohashi*23 citations · our summary*
108. **[Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale ↗](https://aclanthology.org/2021.eacl-main.147/)**Gabriella Skitalinskaya, Jonas Klaff, Henning Wachsmuth*23 citations*
109. **[On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search ↗](https://aclanthology.org/2021.eacl-main.12/)**Gustavo Penha, Claudia Hauff*23 citations*
110. **[Contrastive Multi-document Question Generation ↗](https://aclanthology.org/2021.eacl-main.2/)**Woon Sang Cho, Yizhe Zhang, Sudha Rao et al.*22 citations*
111. **[LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content ↗](https://aclanthology.org/2021.eacl-main.277/)**Shreya Gupta, Parantak Singh, Megha Sundriyal et al.*22 citations*
112. **[LOME: Large Ontology Multilingual Extraction ↗](https://aclanthology.org/2021.eacl-demos.19/)**Patrick Xia, Guanghui Qin, Siddharth Vashishtha et al. · System Demonstrations*22 citations*
113. **[Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders ↗](https://aclanthology.org/2021.eacl-main.138/)**Xiang Kong, Adithya Renduchintala, James Cross et al.*22 citations*
114. **[Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR](https://md.research.elamur.ai/free/en/papers/opitz-2021-decomposable-metric-explainable-evaluation-text/)**Juri Opitz, Anette Frank*22 citations · our summary*
115. **[Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions ↗](https://aclanthology.org/2021.eacl-main.165/)**Pere-Lluís Huguet Cabot, David Abadi, Agneta Fischer et al.*22 citations*
116. **[ASAD: Arabic Social media Analytics and unDerstanding ↗](https://aclanthology.org/2021.eacl-demos.14/)**Sabit Hassan, Hamdy Mubarak, Ahmed Abdelali et al. · System Demonstrations*21 citations*
117. **[BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection ↗](https://aclanthology.org/2021.eacl-main.149/)**Beatrice Portelli, Edoardo Lenzi, Emmanuele Chersoni et al.*21 citations*
118. **[Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies ↗](https://aclanthology.org/2021.eacl-main.169/)**Gabriele Pergola, Elena Kochkina, Lin Gui et al.*21 citations*
119. **[EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction ↗](https://aclanthology.org/2021.eacl-main.268/)**Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya*21 citations*
120. **[FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary ↗](https://aclanthology.org/2021.eacl-main.36/)**Terra Blevins, Mandar Joshi, Luke Zettlemoyer*21 citations*
121. **[Improving Factual Consistency Between a Response and Persona Facts ↗](https://aclanthology.org/2021.eacl-main.44/)**Mohsen Mesgar, Edwin Simpson, Iryna Gurevych*21 citations*
122. **[SICK-NL: A Dataset for Dutch Natural Language Inference ↗](https://aclanthology.org/2021.eacl-main.126/)**Gijs Wijnholds, Michael Moortgat*21 citations*
123. **[Subword Pooling Makes a Difference ↗](https://aclanthology.org/2021.eacl-main.194/)**Judit Ács, Ákos Kádár, Andras Kornai*21 citations*
124. **[Unification-based Reconstruction of Multi-hop Explanations for Science Questions ↗](https://aclanthology.org/2021.eacl-main.15/)**Marco Valentino, Mokanarangan Thayaparan, André Freitas*21 citations*
125. **[AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization ↗](https://aclanthology.org/2021.eacl-main.22/)**Keping Bi, Rahul Jha, Bruce Croft et al.*20 citations*
126. **[I Beg to Differ: A study of constructive disagreement in online conversations ↗](https://aclanthology.org/2021.eacl-main.173/)**Christine De Kock, Andreas Vlachos*20 citations*
127. **[WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context ↗](https://aclanthology.org/2021.eacl-main.140/)**Anna Breit, Artem Revenko, Kiamehr Rezaee et al.*20 citations*
128. **[Top-down Discourse Parsing via Sequence Labelling](https://md.research.elamur.ai/free/en/papers/koto-2021-top-down-discourse-parsing-sequence/)**Fajri Koto, Jey Han Lau, Timothy Baldwin*19 citations · our summary*
129. **[A reproduction of Apple's bi-directional LSTM models for language identification in short strings ↗](https://aclanthology.org/2021.eacl-srw.6/)**Mads Toftrup, Søren Asger Sørensen, Manuel R. Ciosici et al. · Student Research Workshop*18 citations*
130. **[Belief-based Generation of Argumentative Claims ↗](https://aclanthology.org/2021.eacl-main.17/)**Milad Alshomary, Wei-Fan Chen, Timon Gurcke et al.*18 citations*
131. **[Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? ↗](https://aclanthology.org/2021.eacl-main.283/)**Yixuan Tang, Hwee Tou Ng, Anthony Tung*18 citations*
132. **[Elastic weight consolidation for better bias inoculation ↗](https://aclanthology.org/2021.eacl-main.82/)**James Thorne, Andreas Vlachos*18 citations*
133. **[Exploiting Definitions for Frame Identification ↗](https://aclanthology.org/2021.eacl-main.206/)**Tianyu Jiang, Ellen Riloff*18 citations*
134. **[Implicitly Abusive Comparisons – A New Dataset and Linguistic Analysis ↗](https://aclanthology.org/2021.eacl-main.27/)**Michael Wiegand, Maja Geulig, Josef Ruppenhofer*18 citations*
135. **[Multilingual and cross-lingual document classification: A meta-learning approach ↗](https://aclanthology.org/2021.eacl-main.168/)**Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra et al.*18 citations*
136. **[Non-Autoregressive Text Generation with Pre-trained Language Models ↗](https://aclanthology.org/2021.eacl-main.18/)**Yixuan Su, Deng Cai, Yan Wang et al.*18 citations*
137. **[A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News ↗](https://aclanthology.org/2021.eacl-main.289/)**Jasabanta Patro, Sabyasachee Baruah*17 citations*
138. **[BERTective: Language Models and Contextual Information for Deception Detection ↗](https://aclanthology.org/2021.eacl-main.232/)**Tommaso Fornaciari, Federico Bianchi, Massimo Poesio et al.*17 citations*
139. **[Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation ↗](https://aclanthology.org/2021.eacl-main.105/)**Ye Liu, Yao Wan, Jianguo Zhang et al.*17 citations*
140. **[Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings ↗](https://aclanthology.org/2021.eacl-main.198/)**Kailash Karthik Saravanakumar, Miguel Ballesteros, Muthu Kumar Chandrasekaran et al.*17 citations*
141. **[GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition ↗](https://aclanthology.org/2021.eacl-main.318/)**Xinyan Zhao, Haibo Ding, Zhe Feng*17 citations*
142. **[Graph Matching and Graph Rewriting: GREW tools for corpus exploration, maintenance and conversion ↗](https://aclanthology.org/2021.eacl-demos.21/)**Bruno Guillaume · System Demonstrations*17 citations*
143. **[NLQuAD: A Non-Factoid Long Question Answering Data Set ↗](https://aclanthology.org/2021.eacl-main.106/)**Amir Soleimani, Christof Monz, Marcel Worring*17 citations*
144. **[Quality Estimation without Human-labeled Data ↗](https://aclanthology.org/2021.eacl-main.50/)**Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala et al.*17 citations*
145. **[Scientific Discourse Tagging for Evidence Extraction ↗](https://aclanthology.org/2021.eacl-main.218/)**Xiangci Li, Gully Burns, Nanyun Peng*17 citations*
146. **[StructSum: Summarization via Structured Representations ↗](https://aclanthology.org/2021.eacl-main.220/)**Vidhisha Balachandran, Artidoro Pagnoni, Jay Yoon Lee et al.*17 citations*
147. **[A Neural Few-Shot Text Classification Reality Check ↗](https://aclanthology.org/2021.eacl-main.79/)**Thomas Dopierre, Christophe Gravier, Wilfried Logerais*16 citations*
148. **[BART-TL: Weakly-Supervised Topic Label Generation ↗](https://aclanthology.org/2021.eacl-main.121/)**Cristian Popa, Traian Rebedea*16 citations*
149. **[Benchmarking Machine Reading Comprehension: A Psychological Perspective ↗](https://aclanthology.org/2021.eacl-main.137/)**Saku Sugawara, Pontus Stenetorp, Akiko Aizawa*16 citations*
150. **[Complex Question Answering on knowledge graphs using machine translation and multi-task learning ↗](https://aclanthology.org/2021.eacl-main.300/)**Saurabh Srivastava, Mayur Patidar, Sudip Chowdhury et al.*16 citations*
151. **[Discourse Understanding and Factual Consistency in Abstractive Summarization ↗](https://aclanthology.org/2021.eacl-main.34/)**Saadia Gabriel, Antoine Bosselut, Jeff Da et al.*16 citations*
152. **[Does Typological Blinding Impede Cross-Lingual Sharing? ↗](https://aclanthology.org/2021.eacl-main.38/)**Johannes Bjerva, Isabelle Augenstein*16 citations*
153. **[From characters to words: the turning point of BPE merges ↗](https://aclanthology.org/2021.eacl-main.302/)**Ximena Gutierrez-Vasques, Christian Bentz, Olga Sozinova et al.*16 citations*
154. **[Hidden Biases in Unreliable News Detection Datasets ↗](https://aclanthology.org/2021.eacl-main.211/)**Xiang Zhou, Heba Elfardy, Christos Christodoulopoulos et al. · 🏆 Honorable Mention for Best Long Paper*16 citations*
155. **[Lexical Normalization for Code-switched Data and its Effect on POS Tagging ↗](https://aclanthology.org/2021.eacl-main.200/)**Rob van der Goot, Özlem Çetinoğlu*16 citations*
156. **[Process-Level Representation of Scientific Protocols with Interactive Annotation ↗](https://aclanthology.org/2021.eacl-main.187/)**Ronen Tamari, Fan Bai, Alan Ritter et al.*16 citations*
157. **[Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning ↗](https://aclanthology.org/2021.eacl-main.323/)**Ukyo Honda, Yoshitaka Ushiku, Atsushi Hashimoto et al.*16 citations*
158. **[Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling ↗](https://aclanthology.org/2021.eacl-main.65/)**Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan*16 citations*
159. **[Telling BERT's Full Story: from Local Attention to Global Aggregation ↗](https://aclanthology.org/2021.eacl-main.9/)**Damian Pascual, Gino Brunner, Roger Wattenhofer*16 citations*
160. **[Understanding Pre-Editing for Black-Box Neural Machine Translation ↗](https://aclanthology.org/2021.eacl-main.132/)**Rei Miyata, Atsushi Fujita*16 citations*
161. **[Better Neural Machine Translation by Extracting Linguistic Information from BERT ↗](https://aclanthology.org/2021.eacl-main.241/)**Hassan S. Shavarani, Anoop Sarkar*15 citations*
162. **[ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction ↗](https://aclanthology.org/2021.eacl-main.251/)**Yijun Wang, Changzhi Sun, Yuanbin Wu et al.*15 citations*
163. **[From Toxicity in Online Comments to Incivility in American News: Proceed with Caution ↗](https://aclanthology.org/2021.eacl-main.225/)**Anushree Hede, Oshin Agarwal, Linda Lu et al.*15 citations*
164. **[Graph-based Fake News Detection using a Summarization Technique ↗](https://aclanthology.org/2021.eacl-main.287/)**Gihwan Kim, Youngjoong Ko*15 citations*
165. **[Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification ↗](https://aclanthology.org/2021.eacl-main.247/)**Soumya Chatterjee, Ayush Maheshwari, Ganesh Ramakrishnan et al.*15 citations*
166. **[Meta-Learning for Effective Multi-task and Multilingual Modelling ↗](https://aclanthology.org/2021.eacl-main.314/)**Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar et al.*15 citations*
167. **[Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders ↗](https://aclanthology.org/2021.eacl-main.80/)**Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa et al.*15 citations*
168. **[Paladin: an annotation tool based on active and proactive learning ↗](https://aclanthology.org/2021.eacl-demos.28/)**Minh-Quoc Nghiem, Paul Baylis, Sophia Ananiadou · System Demonstrations*15 citations*
169. **[The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation ↗](https://aclanthology.org/2021.eacl-srw.22/)**Jonne Saleva, Constantine Lignos · Student Research Workshop*15 citations*
170. **[Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models ↗](https://aclanthology.org/2021.eacl-demos.33/)**Alexandre Duval, Thomas Lamson, Gaël de Léséleuc de Kérouara et al. · System Demonstrations*14 citations*
171. **[COCO-EX: A Tool for Linking Concepts from Texts to ConceptNet ↗](https://aclanthology.org/2021.eacl-demos.15/)**Maria Becker, Katharina Korfhage, Anette Frank · System Demonstrations*14 citations*
172. **[Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings ↗](https://aclanthology.org/2021.eacl-main.280/)**Ohjoon Kwon, Dohyun Kim, Soo-Ryeon Lee et al.*14 citations*
173. **[Predicting Treatment Outcome from Patient Texts:The Case of Internet-Based Cognitive Behavioural Therapy ↗](https://aclanthology.org/2021.eacl-main.46/)**Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem et al.*14 citations*
174. **[Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling ↗](https://aclanthology.org/2021.eacl-main.203/)**Chris Emmery, Ákos Kádár, Grzegorz Chrupała*13 citations*
175. **[Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set ↗](https://aclanthology.org/2021.eacl-main.81/)**Anca Maria Tache, Mihaela Găman, Radu Tudor Ionescu*13 citations*
176. **[Data Augmentation for Hypernymy Detection ↗](https://aclanthology.org/2021.eacl-main.89/)**Thomas Kober, Julie Weeds, Lorenzo Bertolini et al.*13 citations*
177. **[Detecting Extraneous Content in Podcasts ↗](https://aclanthology.org/2021.eacl-main.99/)**Sravana Reddy, Yongze Yu, Aasish Pappu et al.*13 citations*
178. **[Exploring Transitivity in Neural NLI Models through Veridicality](https://md.research.elamur.ai/free/en/papers/yanaka-2021-exploring-transitivity-neural-nli-models/)**Hitomi Yanaka, Koji Mineshima, Kentaro Inui*13 citations · our summary*
179. **[InterpreT: An Interactive Visualization Tool for Interpreting Transformers ↗](https://aclanthology.org/2021.eacl-demos.17/)**Vasudev Lal, Arden Ma, Estelle Aflalo et al. · System Demonstrations*13 citations*
180. **[Measuring and Improving Faithfulness of Attention in Neural Machine Translation ↗](https://aclanthology.org/2021.eacl-main.243/)**Pooya Moradi, Nishant Kambhatla, Anoop Sarkar*13 citations*
181. **[Multilingual Entity and Relation Extraction Dataset and Model ↗](https://aclanthology.org/2021.eacl-main.166/)**Alessandro Seganti, Klaudia Firląg, Helena Skowronska et al.*13 citations*
182. **[Summarising Historical Text in Modern Languages ↗](https://aclanthology.org/2021.eacl-main.273/)**Xutan Peng, Yi Zheng, Chenghua Lin et al.*13 citations*
183. **[Bootstrapping Multilingual AMR with Contextual Word Alignments ↗](https://aclanthology.org/2021.eacl-main.30/)**Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo et al.*12 citations*
184. **[ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain](https://md.research.elamur.ai/free/en/papers/fang-2021-chemu-ref-corpus-modeling-anaphora/)**Biaoyan Fang, Christian Druckenbrodt, Saber A Akhondi et al.*12 citations · our summary*
185. **[CovRelex: A COVID-19 Retrieval System with Relation Extraction ↗](https://aclanthology.org/2021.eacl-demos.4/)**Vu Tran, Van-Hien Tran, Phuong Minh Nguyen et al. · System Demonstrations*12 citations*
186. **[Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation ↗](https://aclanthology.org/2021.eacl-main.281/)**Julia Ive, Andy Mingren Li, Yishu Miao et al.*12 citations*
187. **[Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers ↗](https://aclanthology.org/2021.eacl-main.136/)**Krutarth Patel, Cornelia Caragea*12 citations*
188. **[Grounding as a Collaborative Process ↗](https://aclanthology.org/2021.eacl-main.41/)**Luciana Benotti, Patrick Blackburn*12 citations*
189. **[Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks ↗](https://aclanthology.org/2021.eacl-main.192/)**Lisa Bauer, Mohit Bansal*12 citations*
190. **[PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation ↗](https://aclanthology.org/2021.eacl-main.254/)**Kemal Kurniawan, Lea Frermann, Philip Schulz et al.*12 citations*
191. **[Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering ↗](https://aclanthology.org/2021.eacl-main.244/)**Wenhan Xiong, Hong Wang, William Yang Wang*12 citations*
192. **[Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks ↗](https://aclanthology.org/2021.eacl-main.308/)**Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin et al.*12 citations*
193. **[Streaming Models for Joint Speech Recognition and Translation ↗](https://aclanthology.org/2021.eacl-main.216/)**Orion Weller, Matthias Sperber, Christian Gollan et al.*12 citations*
194. **[Adv-OLM: Generating Textual Adversaries via OLM ↗](https://aclanthology.org/2021.eacl-main.71/)**Vijit Malik, Ashwani Bhat, Ashutosh Modi*11 citations*
195. **[Continuous Learning in Neural Machine Translation using Bilingual Dictionaries ↗](https://aclanthology.org/2021.eacl-main.70/)**Jan Niehues*11 citations*
196. **[Cross-Topic Rumor Detection using Topic-Mixtures ↗](https://aclanthology.org/2021.eacl-main.131/)**Xiaoying Ren, Jing Jiang, Ling Min Serena Khoo et al.*11 citations*
197. **[ELITR Multilingual Live Subtitling: Demo and Strategy ↗](https://aclanthology.org/2021.eacl-demos.32/)**Ondřej Bojar, Dominik Macháček, Sangeet Sagar et al. · System Demonstrations*11 citations*
198. **[Ellipsis Resolution as Question Answering: An Evaluation](https://md.research.elamur.ai/free/en/papers/aralikatte-2021-ellipsis-resolution-as-question-answering/)**Rahul Aralikatte, Matthew Lamm, Daniel Hardt et al.*11 citations · our summary*
199. **[Evaluating language models for the retrieval and categorization of lexical collocations ↗](https://aclanthology.org/2021.eacl-main.120/)**Luis Espinosa Anke, Joan Codina-Filba, Leo Wanner*11 citations*
200. **[Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning ↗](https://aclanthology.org/2021.eacl-main.123/)**Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin*11 citations*

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