---
title: "COLING 2020 — all accepted papers, page 2 — the most cited first"
description: "All 657 papers of COLING 2020 · page 2 of 7, the most cited first; those with our summary link to it."
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# COLING 2020: all accepted papers

657 papers · page 2 of 7 · the most cited first · [← COLING 2020](https://md.research.elamur.ai/free/en/venues/coling/2020/)

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101. **[Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction ↗](https://aclanthology.org/2020.coling-main.565/)**Angrosh Mandya, Danushka Bollegala, Frans Coenen*37 citations*
102. **[Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework ↗](https://aclanthology.org/2020.coling-main.61/)**Shweta Yadav, Jainish Chauhan, Joy Prakash Sain et al.*37 citations*
103. **[Answer-driven Deep Question Generation based on Reinforcement Learning ↗](https://aclanthology.org/2020.coling-main.452/)**Liuyin Wang, Zihan Xu, Zibo Lin et al.*36 citations*
104. **[How Domain Terminology Affects Meeting Summarization Performance ↗](https://aclanthology.org/2020.coling-main.499/)**Jia Jin Koay, Alexander Roustai, Xiaojin Dai et al.*36 citations*
105. **[Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training ↗](https://aclanthology.org/2020.coling-main.510/)**Yingyao Wang, Junwei Bao, Guangyi Liu et al.*36 citations*
106. **[Linguistic Profiling of a Neural Language Model ↗](https://aclanthology.org/2020.coling-main.65/)**Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta et al.*36 citations*
107. **[Multimodal Sentence Summarization via Multimodal Selective Encoding ↗](https://aclanthology.org/2020.coling-main.496/)**Haoran Li, Junnan Zhu, Jiajun Zhang et al.*36 citations*
108. **[User Memory Reasoning for Conversational Recommendation ↗](https://aclanthology.org/2020.coling-main.463/)**Hu Xu, Seungwhan Moon, Honglei Liu et al.*36 citations*
109. **[Improving Grammatical Error Correction with Data Augmentation by Editing Latent Representation ↗](https://aclanthology.org/2020.coling-main.200/)**Zhaohong Wan, Xiaojun Wan, Wenguang Wang*35 citations*
110. **[An Industry Evaluation of Embedding-based Entity Alignment ↗](https://aclanthology.org/2020.coling-industry.17/)**Ziheng Zhang, Hualuo Liu, Jiaoyan Chen et al. · Industry Track*34 citations*
111. **[Informative Manual Evaluation of Machine Translation Output ↗](https://aclanthology.org/2020.coling-main.444/)**Maja Popović*34 citations*
112. **[Biased TextRank: Unsupervised Graph-Based Content Extraction ↗](https://aclanthology.org/2020.coling-main.144/)**Ashkan Kazemi, Verónica Pérez-Rosas, Rada Mihalcea*33 citations*
113. **[Effective Few-Shot Classification with Transfer Learning ↗](https://aclanthology.org/2020.coling-main.92/)**Aakriti Gupta, Kapil Thadani, Neil O'Hare*33 citations*
114. **[Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition ↗](https://aclanthology.org/2020.coling-main.334/)**Cedric Lothritz, Kevin Allix, Lisa Veiber et al.*33 citations*
115. **[Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification ↗](https://aclanthology.org/2020.coling-main.265/)**Juan Li, Ruoxu Wang, Ningyu Zhang et al.*33 citations*
116. **[Rethinking the Value of Transformer Components ↗](https://aclanthology.org/2020.coling-main.529/)**Wenxuan Wang, Zhaopeng Tu*33 citations*
117. **[Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition ↗](https://aclanthology.org/2020.coling-main.367/)**Dongming Sheng, Dong Wang, Ying Shen et al.*33 citations*
118. **[WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization ↗](https://aclanthology.org/2020.coling-main.495/)**Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang*33 citations*
119. **[AraBench: Benchmarking Dialectal Arabic-English Machine Translation ↗](https://aclanthology.org/2020.coling-main.447/)**Hassan Sajjad, Ahmed Abdelali, Nadir Durrani et al.*32 citations*
120. **[Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction ↗](https://aclanthology.org/2020.coling-main.461/)**Huiwei Zhou, Yibin Xu, Weihong Yao et al.*32 citations*
121. **[Rhetoric, Logic, and Dialectic: Advancing Theory-based Argument Quality Assessment in Natural Language Processing ↗](https://aclanthology.org/2020.coling-main.402/)**Anne Lauscher, Lily Ng, Courtney Napoles et al.*32 citations*
122. **[Appraisal Theories for Emotion Classification in Text ↗](https://aclanthology.org/2020.coling-main.11/)**Jan Hofmann, Enrica Troiano, Kai Sassenberg et al.*31 citations*
123. **[Context-Aware Cross-Attention for Non-Autoregressive Translation ↗](https://aclanthology.org/2020.coling-main.389/)**Liang Ding, Longyue Wang, Di Wu et al.*31 citations*
124. **[Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems ↗](https://aclanthology.org/2020.coling-main.362/)**Jian Wang, Junhao Liu, Wei Bi et al.*31 citations*
125. **[R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning ↗](https://aclanthology.org/2020.coling-main.99/)**Irene Li, Alexander Fabbri, Swapnil Hingmire et al.*31 citations*
126. **[Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction ↗](https://aclanthology.org/2020.coling-main.158/)**Oren Pereg, Daniel Korat, Moshe Wasserblat*31 citations*
127. **[Connecting the Dots Between Fact Verification and Fake News Detection ↗](https://aclanthology.org/2020.coling-main.165/)**Qifei Li, Wangchunshu Zhou*30 citations*
128. **[Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism ↗](https://aclanthology.org/2020.coling-main.9/)**Shirong Shen, Guilin Qi, Zhen Li et al.*30 citations*
129. **[I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning ↗](https://aclanthology.org/2020.coling-main.222/)**Jungwoo Lim, Dongsuk Oh, Yoonna Jang et al.*30 citations*
130. **[Intent Mining from past conversations for Conversational Agent ↗](https://aclanthology.org/2020.coling-main.366/)**Ajay Chatterjee, Shubhashis Sengupta*30 citations*
131. **[Knowledge Graph Embedding with Atrous Convolution and Residual Learning ↗](https://aclanthology.org/2020.coling-main.134/)**Feiliang Ren, Juchen Li, Huihui Zhang et al.*30 citations*
132. **[Measuring Correlation-to-Causation Exaggeration in Press Releases ↗](https://aclanthology.org/2020.coling-main.427/)**Bei Yu, Jun Wang, Lu Guo et al.*30 citations*
133. **[A Survey of Automatic Personality Detection from Texts ↗](https://aclanthology.org/2020.coling-main.553/)**Sanja Stajner, Seren Yenikent*29 citations*
134. **[GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation ↗](https://aclanthology.org/2020.coling-main.217/)**Zhijing Jin, Qipeng Guo, Xipeng Qiu et al.*29 citations*
135. **[Heterogeneous Graph Neural Networks to Predict What Happen Next ↗](https://aclanthology.org/2020.coling-main.29/)**Jianming Zheng, Fei Cai, Yanxiang Ling et al.*29 citations*
136. **[Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams ↗](https://aclanthology.org/2020.coling-main.187/)**Yuanhe Tian, Yan Song, Fei Xia*29 citations*
137. **[Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification ↗](https://aclanthology.org/2020.coling-main.466/)**Qi Shi, Yu Zhang, Qingyu Yin et al.*29 citations*
138. **[Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations ↗](https://aclanthology.org/2020.coling-main.446/)**Sheng Liang, Philipp Dufter, Hinrich Schütze*29 citations*
139. **[Multimodal Topic-Enriched Auxiliary Learning for Depression Detection ↗](https://aclanthology.org/2020.coling-main.94/)**Minghui An, Jingjing Wang, Shoushan Li et al.*29 citations*
140. **[Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation ↗](https://aclanthology.org/2020.coling-main.369/)**Rajdeep Sarkar, Koustava Goswami, Mihael Arcan et al.*29 citations*
141. **[Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer ↗](https://aclanthology.org/2020.coling-main.201/)**Yufang Huang, Wentao Zhu, Deyi Xiong et al.*28 citations*
142. **[Dynamic Curriculum Learning for Low-Resource Neural Machine Translation ↗](https://aclanthology.org/2020.coling-main.352/)**Chen Xu, Bojie Hu, Yufan Jiang et al.*28 citations*
143. **[Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings](https://md.research.elamur.ai/free/en/papers/zeng-2020-event-coreference-resolution-their-paraphrases/)**Yutao Zeng, Xiaolong Jin, Saiping Guan et al.*28 citations · our summary*
144. **[Exploiting Microblog Conversation Structures to Detect Rumors ↗](https://aclanthology.org/2020.coling-main.473/)**Jiawen Li, Yudianto Sujana, Hung-Yu Kao*28 citations*
145. **[KeyGames: A Game Theoretic Approach to Automatic Keyphrase Extraction ↗](https://aclanthology.org/2020.coling-main.184/)**Arnav Saxena, Mudit Mangal, Goonjan Jain*28 citations*
146. **[LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization ↗](https://aclanthology.org/2020.coling-main.41/)**Nurul Lubis, Christian Geishauser, Michael Heck et al.*28 citations*
147. **[Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning ↗](https://aclanthology.org/2020.coling-main.186/)**Weipeng Huang, Xingyi Cheng, Kunlong Chen et al.*28 citations*
148. **[Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet ↗](https://aclanthology.org/2020.coling-main.155/)**Bairu Hou, Fanchao Qi, Yuan Zang et al.*28 citations*
149. **[AutoMeTS: The Autocomplete for Medical Text Simplification ↗](https://aclanthology.org/2020.coling-main.122/)**Hoang Van, David Kauchak, Gondy Leroy*27 citations*
150. **[DaN+: Danish Nested Named Entities and Lexical Normalization ↗](https://aclanthology.org/2020.coling-main.583/)**Barbara Plank, Kristian Nørgaard Jensen, Rob van der Goot*27 citations*
151. **[Federated Learning for Spoken Language Understanding ↗](https://aclanthology.org/2020.coling-main.310/)**Zhiqi Huang, Fenglin Liu, Yuexian Zou*27 citations*
152. **[Formality Style Transfer with Shared Latent Space ↗](https://aclanthology.org/2020.coling-main.203/)**Yunli Wang, Yu Wu, Lili Mou et al.*27 citations*
153. **[Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources ↗](https://aclanthology.org/2020.coling-main.232/)**Qianglong Chen, Feng Ji, Haiqing Chen et al.*27 citations*
154. **[MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing ↗](https://aclanthology.org/2020.coling-main.7/)**Tao Zhang, Congying Xia, Chun-Ta Lu et al.*27 citations*
155. **[Complaint Identification in Social Media with Transformer Networks ↗](https://aclanthology.org/2020.coling-main.157/)**Mali Jin, Nikolaos Aletras*26 citations*
156. **[Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale ↗](https://aclanthology.org/2020.coling-main.210/)**Ozan Caglayan, Pranava Madhyastha, Lucia Specia*26 citations*
157. **[Detect All Abuse! Toward Universal Abusive Language Detection Models ↗](https://aclanthology.org/2020.coling-main.560/)**Kunze Wang, Dong Lu, Caren Han et al.*26 citations*
158. **[Distill and Replay for Continual Language Learning ↗](https://aclanthology.org/2020.coling-main.318/)**Jingyuan Sun, Shaonan Wang, Jiajun Zhang et al.*26 citations*
159. **[Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity ↗](https://aclanthology.org/2020.coling-main.397/)**Yang Zhao, Lu Xiang, Junnan Zhu et al.*26 citations*
160. **[Don't take “nswvtnvakgxpm” for an answer –The surprising vulnerability of automatic content scoring systems to adversarial input ↗](https://aclanthology.org/2020.coling-main.76/)**Yuning Ding, Brian Riordan, Andrea Horbach et al.*25 citations*
161. **[Neural Approaches for Natural Language Interfaces to Databases: A Survey ↗](https://aclanthology.org/2020.coling-main.34/)**Radu Cristian Alexandru Iacob, Florin Brad, Elena-Simona Apostol et al.*25 citations*
162. **[Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction ↗](https://aclanthology.org/2020.coling-main.190/)**Minh Tran, Yipeng Zhang, Mohammad Soleymani*25 citations*
163. **[A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples ↗](https://aclanthology.org/2020.coling-main.585/)**Zhao Meng, Roger Wattenhofer*24 citations*
164. **[Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution ↗](https://aclanthology.org/2020.coling-main.107/)**Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy et al.*24 citations*
165. **[Constituency Lattice Encoding for Aspect Term Extraction ↗](https://aclanthology.org/2020.coling-main.73/)**Yunyi Yang, Kun Li, Xiaojun Quan et al.*24 citations*
166. **[Exploring Question-Specific Rewards for Generating Deep Questions ↗](https://aclanthology.org/2020.coling-main.228/)**Yuxi Xie, Liangming Pan, Dongzhe Wang et al.*24 citations*
167. **[Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification ↗](https://aclanthology.org/2020.coling-main.481/)**Aleksandra Edwards, Jose Camacho-Collados, Hélène De Ribaupierre et al.*24 citations*
168. **[Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/ruan-2020-interactively-propagative-attention-learning-implicit/)**Huibin Ruan, Yu Hong, Yang Xu et al.*24 citations · our summary*
169. **[Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases ↗](https://aclanthology.org/2020.coling-main.250/)**Sheng Bi, Xiya Cheng, Yuan-Fang Li et al.*24 citations*
170. **[Multilingual Epidemiological Text Classification: A Comparative Study ↗](https://aclanthology.org/2020.coling-main.543/)**Stephen Mutuvi, Emanuela Boros, Antoine Doucet et al.*24 citations*
171. **[Predicting Clickbait Strength in Online Social Media ↗](https://aclanthology.org/2020.coling-main.425/)**Vijayasaradhi Indurthi, Bakhtiyar Syed, Manish Gupta et al.*24 citations*
172. **[RuSemShift: a dataset of historical lexical semantic change in Russian ↗](https://aclanthology.org/2020.coling-main.90/)**Julia Rodina, Andrey Kutuzov*24 citations*
173. **[Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction ↗](https://aclanthology.org/2020.coling-main.566/)**Tong Zhu, Haitao Wang, Junjie Yu et al.*24 citations*
174. **[A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment ↗](https://aclanthology.org/2020.coling-main.520/)**Zhiwen Xie, Runjie Zhu, Kunsong Zhao et al.*23 citations*
175. **[A Review of Dataset and Labeling Methods for Causality Extraction ↗](https://aclanthology.org/2020.coling-main.133/)**Jinghang Xu, Wanli Zuo, Shining Liang et al.*23 citations*
176. **[Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models ↗](https://aclanthology.org/2020.coling-main.588/)**Elena Tutubalina, Artur Kadurin, Zulfat Miftahutdinov*23 citations*
177. **[New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? ↗](https://aclanthology.org/2020.coling-main.584/)**Jakub Piskorski, Jacek Haneczok, Guillaume Jacquet*23 citations*
178. **[Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation Network ↗](https://aclanthology.org/2020.coling-main.167/)**Daizong Liu, Xiaoye Qu, Jianfeng Dong et al.*23 citations*
179. **[Towards Knowledge-Augmented Visual Question Answering ↗](https://aclanthology.org/2020.coling-main.169/)**Maryam Ziaeefard, Freddy Lecue*23 citations*
180. **[Argumentation Mining on Essays at Multi Scales ↗](https://aclanthology.org/2020.coling-main.478/)**Hao Wang, Zhen Huang, Yong Dou et al.*22 citations*
181. **[Aspect-based Document Similarity for Research Papers ↗](https://aclanthology.org/2020.coling-main.545/)**Malte Ostendorff, Terry Ruas, Till Blume et al.*22 citations*
182. **[Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach ↗](https://aclanthology.org/2020.coling-main.120/)**Simone Conia, Roberto Navigli*22 citations*
183. **[Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention ↗](https://aclanthology.org/2020.coling-main.145/)**Yang Li, Tao Shen, Guodong Long et al.*22 citations*
184. **[KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi ↗](https://aclanthology.org/2020.coling-main.480/)**Rubungo Andre Niyongabo, Qu Hong, Julia Kreutzer et al.*22 citations*
185. **[PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction ↗](https://aclanthology.org/2020.coling-main.150/)**Yichun Yin, Chenguang Wang, Ming Zhang*22 citations*
186. **[Reinforced Multi-task Approach for Multi-hop Question Generation ↗](https://aclanthology.org/2020.coling-main.249/)**Deepak Gupta, Hardik Chauhan, Ravi Tej Akella et al.*22 citations*
187. **[Sentence Analogies: Linguistic Regularities in Sentence Embeddings ↗](https://aclanthology.org/2020.coling-main.300/)**Xunjie Zhu, Gerard de Melo*22 citations*
188. **[Supervised Visual Attention for Multimodal Neural Machine Translation ↗](https://aclanthology.org/2020.coling-main.380/)**Tetsuro Nishihara, Akihiro Tamura, Takashi Ninomiya et al.*22 citations*
189. **[Adapting a Language Model for Controlled Affective Text Generation ↗](https://aclanthology.org/2020.coling-main.251/)**Tushar Goswamy, Ishika Singh, Ahsan Barkati et al.*21 citations*
190. **[Hy-NLI: a Hybrid system for Natural Language Inference ↗](https://aclanthology.org/2020.coling-main.459/)**Aikaterini-Lida Kalouli, Richard Crouch, Valeria de Paiva*21 citations*
191. **[Offensive Language Detection on Video Live Streaming Chat ↗](https://aclanthology.org/2020.coling-main.175/)**Zhiwei Gao, Shuntaro Yada, Shoko Wakamiya et al.*21 citations*
192. **[Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer's Disease Detection ↗](https://aclanthology.org/2020.coling-main.542/)**Zhiqiang Guo, Zhaoci Liu, Zhenhua Ling et al.*21 citations*
193. **[The Indigenous Languages Technology project at NRC Canada: An empowerment-oriented approach to developing language software ↗](https://aclanthology.org/2020.coling-main.516/)**Roland Kuhn, Fineen Davis, Alain Désilets et al.*21 citations*
194. **[Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements ↗](https://aclanthology.org/2020.coling-main.171/)**Andrey Savchenko, Anton Alekseev, Sejeong Kwon et al.*20 citations*
195. **[Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages ↗](https://aclanthology.org/2020.coling-main.339/)**Mathieu Dehouck, Carlos Gómez-Rodríguez*20 citations*
196. **[Named Entity Recognition for Chinese biomedical patents ↗](https://aclanthology.org/2020.coling-main.54/)**Yuting Hu, Suzan Verberne*20 citations*
197. **[Retrieval-Augmented Controllable Review Generation ↗](https://aclanthology.org/2020.coling-main.207/)**Jihyeok Kim, Seungtaek Choi, Reinald Kim Amplayo et al.*20 citations*
198. **[Revitalization of Indigenous Languages through Pre-processing and Neural Machine Translation: The case of Inuktitut ↗](https://aclanthology.org/2020.coling-main.410/)**Tan Ngoc Le, Fatiha Sadat*20 citations*
199. **[Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer Learning ↗](https://aclanthology.org/2020.coling-main.472/)**Seoyeon Park, Cornelia Caragea*20 citations*
200. **[An Enhanced Knowledge Injection Model for Commonsense Generation ↗](https://aclanthology.org/2020.coling-main.182/)**Zhihao Fan, Yeyun Gong, Zhongyu Wei et al.*19 citations*

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