---
title: "SIGIR 2020 — all accepted papers, page 2 — the most cited first"
description: "All 382 papers of SIGIR 2020 · page 2 of 4, the most cited first; those with our summary link to it."
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# SIGIR 2020: all accepted papers

382 papers · page 2 of 4 · the most cited first · [← SIGIR 2020](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2020/)

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101. **[Response Quality in Human-Chatbot Collaborative Systems ↗](https://doi.org/10.1145/3397271.3401234)**Jiepu Jiang, Naman Ahuja*46 citations*
102. **[Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems ↗](https://doi.org/10.1145/3397271.3401196)**Yuanjiang Cao, Xiaocong Chen, Lina Yao et al.*45 citations*
103. **[An Analysis of BERT in Document Ranking ↗](https://doi.org/10.1145/3397271.3401325)**Jingtao Zhan, Jiaxin Mao, Yiqun Liu et al.*45 citations*
104. **[AutoGroup ↗](https://doi.org/10.1145/3397271.3401082)**斌 刘, Niannan Xue, Huifeng Guo et al.*45 citations*
105. **[Deep Critiquing for VAE-based Recommender Systems ↗](https://doi.org/10.1145/3397271.3401091)**Kai Luo, Hojin Yang, Ga Wu et al.*45 citations*
106. **[Deep Interest with Hierarchical Attention Network for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3397271.3401310)**Weinan Xu, Hengxu He, Minshi Tan et al.*44 citations*
107. **[Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification ↗](https://doi.org/10.1145/3397271.3401308)**Bingbing Xu, Junjie Huang, Liang Hou et al.*44 citations*
108. **[Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models ↗](https://doi.org/10.1145/3397271.3401442)**Mengxi Wei, Yifan He, Qiong Zhang*44 citations*
109. **[Web Table Retrieval using Multimodal Deep Learning ↗](https://doi.org/10.1145/3397271.3401120)**Roee Shraga, Haggai Roitman, Guy Feigenblat et al.*44 citations*
110. **[Improving Contextual Language Models for Response Retrieval in Multi-Turn Conversation ↗](https://doi.org/10.1145/3397271.3401255)**Junyu Lu, Xiancong Ren, Yazhou Ren et al.*43 citations*
111. **[BiANE ↗](https://doi.org/10.1145/3397271.3401068)**Wentao Huang, Yuchen Li, Yuan Fang et al.*42 citations*
112. **[DukeNet ↗](https://doi.org/10.1145/3397271.3401097)**Chuan Meng, Pengjie Ren, Zhumin Chen et al.*42 citations*
113. **[DPLCF ↗](https://doi.org/10.1145/3397271.3401053)**Chen Gao, Chao Huang, Dongsheng Lin et al.*40 citations*
114. **[Reinforcement Learning based Recommendation with Graph Convolutional Q-network ↗](https://doi.org/10.1145/3397271.3401237)**Yu Lei, Hongbin Pei, Hanqi Yan et al.*40 citations*
115. **[Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format ↗](https://doi.org/10.1145/3397271.3401404)**Jimmy Lin, Joel Mackenzie, Chris Kamphuis et al.*40 citations*
116. **[Employing Personal Word Embeddings for Personalized Search ↗](https://doi.org/10.1145/3397271.3401153)**Jing Yao, Zhicheng Dou, Ji-Rong Wen*39 citations*
117. **[Group-Aware Long- and Short-Term Graph Representation Learning for Sequential Group Recommendation ↗](https://doi.org/10.1145/3397271.3401136)**Wen Wang, Wei Zhang, Jun Rao et al.*39 citations*
118. **[A Reinforcement Learning Framework for Relevance Feedback ↗](https://doi.org/10.1145/3397271.3401099)**Ali Montazeralghaem, Hamed Zamani, James Allan*37 citations*
119. **[A Study of Neural Matching Models for Cross-lingual IR ↗](https://doi.org/10.1145/3397271.3401322)**Puxuan Yu, James Allan*36 citations*
120. **[Deep Job Understanding at LinkedIn ↗](https://doi.org/10.1145/3397271.3401403)**Shan Li, Baoxu Shi, Jaewon Yang et al.*36 citations*
121. **[Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank ↗](https://doi.org/10.1145/3397271.3401299)**Ali Vardasbi, Maarten de Rijke, Ilya Markov*35 citations*
122. **[Models Versus Satisfaction ↗](https://doi.org/10.1145/3397271.3401162)**Fan Zhang, Jiaxin Mao, Yiqun Liu et al.*35 citations*
123. **[Reranking for Efficient Transformer-based Answer Selection ↗](https://doi.org/10.1145/3397271.3401266)**Yoshitomo Matsubara, Thuy Vu, Alessandro Moschitti*35 citations*
124. **[SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression ↗](https://doi.org/10.1145/3397271.3401327)**Jinming Zhao, Ming Liu, Longxiang Gao et al.*35 citations*
125. **[Training Effective Neural CLIR by Bridging the Translation Gap ↗](https://doi.org/10.1145/3397271.3401035)**Hamed Bonab, Sheikh Muhammad Sarwar, James Allan*35 citations*
126. **[Investigating Reference Dependence Effects on User Search Interaction and Satisfaction ↗](https://doi.org/10.1145/3397271.3401085)**Jiqun Liu, Fangyuan Han*34 citations*
127. **[JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search ↗](https://doi.org/10.1145/3397271.3401184)**Ali Ahmadvand, Surya Teja Kallumadi, Faizan Javed et al.*34 citations*
128. **[Leveraging Transitions of Emotions for Sarcasm Detection ↗](https://doi.org/10.1145/3397271.3401183)**Ameeta Agrawal, Aijun An, Manos Papagelis*34 citations*
129. **[DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding ↗](https://doi.org/10.1145/3397271.3401271)**Ping Nie, Yuyu Zhang, Xiubo Geng et al.*33 citations*
130. **[MaHRL ↗](https://doi.org/10.1145/3397271.3401170)**Dongyang Zhao, Liang Zhang, Bo Zhang et al.*33 citations*
131. **[Network On Network for Tabular Data Classification in Real-world Applications ↗](https://doi.org/10.1145/3397271.3401437)**Yuanfei Luo, Hao Zhou, Wei-Wei Tu et al.*33 citations*
132. **[DVGAN ↗](https://doi.org/10.1145/3397271.3401084)**Jiongnan Liu, Zhicheng Dou, Xiaojie Wang et al.*32 citations*
133. **[Generative Attribute Manipulation Scheme for Flexible Fashion Search ↗](https://doi.org/10.1145/3397271.3401150)**Xin Yang, Xuemeng Song, Xianjing Han et al.*32 citations*
134. **[Hier-SPCNet: A Legal Statute Hierarchy-based Heterogeneous Network for Computing Legal Case Document Similarity ↗](https://doi.org/10.1145/3397271.3401191)**Paheli Bhattacharya, Kripabandhu Ghosh, Arindam Pal et al.*32 citations*
135. **[ASiNE ↗](https://doi.org/10.1145/3397271.3401079)**Yeon-Chang Lee, Nayoun Seo, Kyungsik Han et al.*31 citations*
136. **[BRENDA: Browser Extension for Fake News Detection ↗](https://doi.org/10.1145/3397271.3401396)**Bjarte Botnevik, Eirik Sakariassen, Vinay Setty*31 citations*
137. **[Reinforcement Learning to Rank with Pairwise Policy Gradient ↗](https://doi.org/10.1145/3397271.3401148)**Jun Xu, Wei Zeng, Long Xia et al.*31 citations*
138. **[The Cortical Activity of Graded Relevance ↗](https://doi.org/10.1145/3397271.3401106)**Zuzana Pinkosova, William Jonathan McGeown, Yashar Moshfeghi*31 citations*
139. **[Distilling Knowledge for Fast Retrieval-based Chat-bots ↗](https://doi.org/10.1145/3397271.3401296)**Amir Vakili Tahami, Kamyar Ghajar, Azadeh Shakery*30 citations*
140. **[Towards Differentially Private Text Representations ↗](https://doi.org/10.1145/3397271.3401260)**Lingjuan Lyu, Yitong Li, Xuanli He et al.*30 citations*
141. **[Content-aware Neural Hashing for Cold-start Recommendation ↗](https://doi.org/10.1145/3397271.3401060)**Casper Hansen, Christian Hansen, Jakob Grue Simonsen et al.*29 citations*
142. **[Fashion Compatibility Modeling through a Multi-modal Try-on-guided Scheme ↗](https://doi.org/10.1145/3397271.3401047)**Xue Dong, Jianlong Wu, Xuemeng Song et al.*29 citations*
143. **[Query Reformulation in E-Commerce Search ↗](https://doi.org/10.1145/3397271.3401065)**Sharon Hirsch, Ido Guy, Alexander Nus et al.*29 citations*
144. **[Recent Advances in Conversational Information Retrieval ↗](https://doi.org/10.1145/3397271.3401418)**Jianfeng Gao, Chenyan Xiong, Paul N. Bennett*29 citations*
145. **[A Test Collection for Relevance and Sensitivity ↗](https://doi.org/10.1145/3397271.3401284)**Mahmoud F. Sayed, William Cox, Jonah Lynn Rivera et al.*28 citations*
146. **[Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling ↗](https://doi.org/10.1145/3397271.3401166)**Wenxuan Zhang, Yang Deng, Wai Pang Lam*28 citations*
147. **[Conversational Question Answering over Passages by Leveraging Word Proximity Networks ↗](https://doi.org/10.1145/3397271.3401399)**Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum*28 citations*
148. **[Dual Sequential Network for Temporal Sets Prediction ↗](https://doi.org/10.1145/3397271.3401124)**Leilei Sun, Yansong Bai, Bowen Du et al.*28 citations*
149. **[How to Measure the Reproducibility of System-oriented IR Experiments ↗](https://doi.org/10.1145/3397271.3401036)**Timo Breuer, Nicola Ferro, Norbert Fuhr et al.*28 citations*
150. **[Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation ↗](https://doi.org/10.1145/3397271.3401145)**Le Wu, Yonghui Yang, Lei Chen et al.*28 citations*
151. **[MVL: Multi-View Learning for News Recommendation ↗](https://doi.org/10.1145/3397271.3401294)**T. Y. S. S Santosh, Avirup Saha, Niloy Ganguly*28 citations*
152. **[MarkedBERT: Integrating Traditional IR Cues in Pre-trained Language Models for Passage Retrieval ↗](https://doi.org/10.1145/3397271.3401194)**Lila Boualili, José G. Moreno, Mohand Boughanem*27 citations*
153. **[Minimally Supervised Categorization of Text with Metadata ↗](https://doi.org/10.1145/3397271.3401168)**Yu Zhang, Meng Yu, Jiaxin Huang et al.*27 citations*
154. **[Sentiment-guided Sequential Recommendation ↗](https://doi.org/10.1145/3397271.3401330)**Lin Zheng, Naicheng Guo, Weihao Chen et al.*27 citations*
155. **[Video Recommendation with Multi-gate Mixture of Experts Soft Actor Critic ↗](https://doi.org/10.1145/3397271.3401238)**Dingcheng Li, Xu Li, Jun Wang et al.*27 citations*
156. **[Combining Contextualized and Non-contextualized Query Translations to Improve CLIR ↗](https://doi.org/10.1145/3397271.3401270)**Suraj Nair, Petra Galuščáková, Douglas W. Oard*26 citations*
157. **[Convolutional Embedding for Edit Distance ↗](https://doi.org/10.1145/3397271.3401045)**Xinyan Dai, Xiao Yan, Kaiwen Zhou et al.*26 citations*
158. **[Incorporating Scenario Knowledge into A Unified Fine-tuning Architecture for Event Representation ↗](https://doi.org/10.1145/3397271.3401173)**Jianming Zheng, Fei Cai, Honghui Chen*26 citations*
159. **[Influence Function for Unbiased Recommendation ↗](https://doi.org/10.1145/3397271.3401321)**Yu Jiangxing, Hong Chun Zhu, Chih-Yao Chang et al.*26 citations*
160. **[Learning Efficient Representations of Mouse Movements to Predict User Attention ↗](https://doi.org/10.1145/3397271.3401031)**Ioannis Arapakis, Luis A. Leiva*26 citations*
161. **[Learning with Weak Supervision for Email Intent Detection ↗](https://doi.org/10.1145/3397271.3401121)**Kai Shu, Subhabrata Mukherjee, Guoqing Zheng et al.*26 citations*
162. **[Nonintrusive-Sensing and Reinforcement-Learning Based Adaptive Personalized Music Recommendation ↗](https://doi.org/10.1145/3397271.3401225)**Daocheng Hong, Yang Li, Qiwen Dong*26 citations*
163. **[Nonlinear Robust Discrete Hashing for Cross-Modal Retrieval ↗](https://doi.org/10.1145/3397271.3401152)**Zhan Yang, Jun Long, Lei Zhu et al.*26 citations*
164. **[Reputation (In)dependence in Ranking Systems: Demographics Influence Over Output Disparities ↗](https://doi.org/10.1145/3397271.3401278)**Guilherme Ramos, Ludovico Boratto*26 citations*
165. **[Topic Propagation in Conversational Search ↗](https://doi.org/10.1145/3397271.3401268)**Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini et al.*26 citations*
166. **[Beyond User Embedding Matrix ↗](https://doi.org/10.1145/3397271.3401119)**Shaoyun Shi, Weizhi Ma, Min Zhang et al.*25 citations*
167. **[Biomedical Information Retrieval incorporating Knowledge Graph for Explainable Precision Medicine ↗](https://doi.org/10.1145/3397271.3401458)**Zuoxi Yang*25 citations*
168. **[Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines ↗](https://doi.org/10.1145/3397271.3401087)**Yang Liu, Xianzhuo Xia, Liang Chen et al.*25 citations*
169. **[Efficiency Implications of Term Weighting for Passage Retrieval ↗](https://doi.org/10.1145/3397271.3401263)**Joel Mackenzie, Zhuyun Dai, Luke Gallagher et al.*25 citations*
170. **[Extractive Snippet Generation for Arguments ↗](https://doi.org/10.1145/3397271.3401186)**Milad Alshomary, Nick Düsterhus, Henning Wachsmuth*25 citations*
171. **[How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace ↗](https://doi.org/10.1145/3397271.3401444)**Liang Wu, Mihajlo Grbovic*25 citations*
172. **[Knowledge Enhanced Personalized Search ↗](https://doi.org/10.1145/3397271.3401089)**Shuqi Lu, Zhicheng Dou, Chenyan Xiong et al.*25 citations*
173. **[The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation ↗](https://doi.org/10.1145/3397271.3401117)**Tobias Schnabel, Saleema Amershi, Paul N. Bennett et al.*25 citations*
174. **[Feature Transformation for Neural Ranking Models ↗](https://doi.org/10.1145/3397271.3401333)**Honglei Zhuang, Xuanhui Wang, Michael Bendersky et al.*24 citations*
175. **[Neural Mathematical Solver with Enhanced Formula Structure ↗](https://doi.org/10.1145/3397271.3401227)**Zhenya Huang, Qi Liu, Weibo Gao et al.*24 citations*
176. **[A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss ↗](https://doi.org/10.1145/3397271.3401039)**Hou Pong Chan, Wang Chen, Irwin King*23 citations*
177. **[Joint Aspect-Sentiment Analysis with Minimal User Guidance ↗](https://doi.org/10.1145/3397271.3401179)**Honglei Zhuang, Fang Guo, Chao Zhang et al.*23 citations*
178. **[Learning Discriminative Joint Embeddings for Efficient Face and Voice Association ↗](https://doi.org/10.1145/3397271.3401302)**Rui Wang, Xin Liu, Yiu‐ming Cheung et al.*23 citations*
179. **[Neural Unified Review Recommendation with Cross Attention ↗](https://doi.org/10.1145/3397271.3401249)**Hongtao Liu, Wenjun Wang, Hongyan Xu et al.*23 citations*
180. **[TFNet: Multi-Semantic Feature Interaction for CTR Prediction ↗](https://doi.org/10.1145/3397271.3401304)**Shu Wu, Yu Zhao Feng, Xueli Yu et al.*23 citations*
181. **[Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval ↗](https://doi.org/10.1145/3397271.3401149)**Xing Xu, Kaiyi Lin, Huimin Lu et al.*22 citations*
182. **[GMCM: Graph-based Micro-behavior Conversion Model for Post-click Conversion Rate Estimation ↗](https://doi.org/10.1145/3397271.3401425)**Wentian Bao, Hong Wen, Sha Li et al.*22 citations*
183. **[Octopus ↗](https://doi.org/10.1145/3397271.3401088)**Zheng Liu, Jianxun Lian, Junhan Yang et al.*22 citations*
184. **[Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification ↗](https://doi.org/10.1145/3397271.3401209)**Xin Dong, Yaxin Zhu, Yupeng Zhang et al.*21 citations*
185. **[Sequential-based Adversarial Optimisation for Personalised Top-N Item Recommendation ↗](https://doi.org/10.1145/3397271.3401264)**Jarana Manotumruksa, Emine Yılmaz*21 citations*
186. **[Choppy: Cut Transformer for Ranked List Truncation ↗](https://doi.org/10.1145/3397271.3401188)**Dara Bahri, Yi Tay, Che Zheng et al.*20 citations*
187. **[Contextual Re-Ranking with Behavior Aware Transformers ↗](https://doi.org/10.1145/3397271.3401276)**Chen Qu, Chenyan Xiong, Yizhe Zhang et al.*20 citations*
188. **[GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning ↗](https://doi.org/10.1145/3397271.3401250)**Jianfeng Liu, Feiyang Pan, Ling Luo*20 citations*
189. **[Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach ↗](https://doi.org/10.1145/3397271.3401438)**Kelong Mao, Xi Xiao, Jieming Zhu et al.*20 citations*
190. **[Learning Personalized Risk Preferences for Recommendation ↗](https://doi.org/10.1145/3397271.3401056)**Yingqiang Ge, Shuyuan Xu, Shuchang Liu et al.*20 citations*
191. **[Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews ↗](https://doi.org/10.1145/3397271.3401269)**Rajdeep Mukherjee, Hari Chandana Peruri, Uppada Vishnu et al.*20 citations*
192. **[Social Media User Geolocation via Hybrid Attention ↗](https://doi.org/10.1145/3397271.3401329)**Cheng Yong Zheng, Jyun‐Yu Jiang, Yichao Zhou et al.*20 citations*
193. **[A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval ↗](https://doi.org/10.1145/3397271.3401070)**Yongyu Jiang, Peng Zhang, Hui Gao et al.*19 citations*
194. **[Cascade or Recency ↗](https://doi.org/10.1145/3397271.3401163)**Fan Zhang, Jiaxin Mao, Yiqun Liu et al.*19 citations*
195. **[Coding Electronic Health Records with Adversarial Reinforcement Path Generation ↗](https://doi.org/10.1145/3397271.3401135)**Shanshan Wang, Pengjie Ren, Zhumin Chen et al.*19 citations*
196. **[Domain Adaptation with Reconstruction for Disaster Tweet Classification ↗](https://doi.org/10.1145/3397271.3401242)**Xukun Li, Doina Caragea*19 citations*
197. **[Humor Detection in Product Question Answering Systems ↗](https://doi.org/10.1145/3397271.3401077)**Yftah Ziser, Elad Kravi, David Carmel*19 citations*
198. **[Identifying Tasks from Mobile App Usage Patterns ↗](https://doi.org/10.1145/3397271.3401441)**Yuan Tian, Ke Zhou, Mounia Lalmas et al.*19 citations*
199. **[Neural Hierarchical Factorization Machines for User's Event Sequence Analysis ↗](https://doi.org/10.1145/3397271.3401307)**Dongbo Xi, Fuzhen Zhuang, Bowen Song et al.*19 citations*
200. **[A Counterfactual Framework for Seller-Side A/B Testing on Marketplaces ↗](https://doi.org/10.1145/3397271.3401434)**Viet Ha−Thuc, Avishek Dutta, Ren Mao et al.*18 citations*

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