---
title: "SIGIR 2022 — all accepted papers, page 2 — the most cited first"
description: "All 444 papers of SIGIR 2022 · page 2 of 5, the most cited first; those with our summary link to it."
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# SIGIR 2022: all accepted papers

444 papers · page 2 of 5 · the most cited first · [← SIGIR 2022](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/)

[← prev](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/papers/) [1](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/papers/) **2** [3](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/papers/page/3/) [4](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/papers/page/4/) [5](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/papers/page/5/) [next →](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/papers/page/3/)

101. **[User-Aware Multi-Interest Learning for Candidate Matching in Recommenders ↗](https://doi.org/10.1145/3477495.3532073)**Zheng Chai, Zhihong Chen, Chenliang Li et al.*35 citations*
102. **[C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval ↗](https://doi.org/10.1145/3477495.3531886)**Eugene Yang, Suraj Nair, Ramraj Chandradevan et al.*34 citations*
103. **[Dual Contrastive Network for Sequential Recommendation ↗](https://doi.org/10.1145/3477495.3531918)**Guanyu Lin, Chen Gao, Yinfeng Li et al.*34 citations*
104. **[Few-shot Node Classification on Attributed Networks with Graph Meta-learning ↗](https://doi.org/10.1145/3477495.3531978)**Yonghao Liu, Mengyu Li, Ximing Li et al.*34 citations*
105. **[Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval ↗](https://doi.org/10.1145/3477495.3531947)**Wentao Tan, Lei Zhu, Weili Guan et al.*33 citations*
106. **[Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction ↗](https://doi.org/10.1145/3477495.3531772)**Xinyu Ma, Jiafeng Guo, Ruqing Zhang et al.*33 citations*
107. **[Relation Extraction as Open-book Examination ↗](https://doi.org/10.1145/3477495.3531746)**Xiang Chen, Lei Li, Ningyu Zhang et al.*33 citations*
108. **[ir_metadata: An Extensible Metadata Schema for IR Experiments ↗](https://doi.org/10.1145/3477495.3531738)**Timo Breuer, Jüri Keller, Philipp Schaer*33 citations*
109. **[Positive, Negative and Neutral ↗](https://doi.org/10.1145/3477495.3532040)**Shansan Gong, Kenny Qili Zhu*32 citations*
110. **[Distill-VQ ↗](https://doi.org/10.1145/3477495.3531799)**Shitao Xiao, Zheng Liu, Weihao Han et al.*31 citations*
111. **[Introducing Problem Schema with Hierarchical Exercise Graph for Knowledge Tracing ↗](https://doi.org/10.1145/3477495.3532004)**Hanshuang Tong, Zhen Wang, Yun Zhou et al.*31 citations*
112. **[RankFlow ↗](https://doi.org/10.1145/3477495.3532050)**Jiarui Qin, Jiachen Zhu, Bo Chen et al.*31 citations*
113. **[Variational Reasoning about User Preferences for Conversational Recommendation ↗](https://doi.org/10.1145/3477495.3532077)**Zhaochun Ren, Zhi Tian, Dongdong Li et al.*31 citations*
114. **[Coarse-to-Fine Sparse Sequential Recommendation ↗](https://doi.org/10.1145/3477495.3531732)**Jiacheng Li, Tong Zhao, Li Jin et al.*30 citations*
115. **[Next Point-of-Interest Recommendation with Auto-Correlation Enhanced Multi-Modal Transformer Network ↗](https://doi.org/10.1145/3477495.3531905)**Yanjun Qin, Yuchen Fang, Haiyong Luo et al.*30 citations*
116. **[Webformer ↗](https://doi.org/10.1145/3477495.3532086)**Yu Guo, Zhengyi Ma, Jiaxin Mao et al.*30 citations*
117. **[Empowering Next POI Recommendation with Multi-Relational Modeling ↗](https://doi.org/10.1145/3477495.3531801)**Zheng Huang, Jing Ma, Yushun Dong et al.*29 citations*
118. **[Few-Shot Stance Detection via Target-Aware Prompt Distillation ↗](https://doi.org/10.1145/3477495.3531979)**Yan Jiang, Jinhua Gao, Huawei Shen et al.*29 citations*
119. **[Mitigating the Filter Bubble While Maintaining Relevance ↗](https://doi.org/10.1145/3477495.3531890)**Zhaolin Gao, Tianshu Shen, Zheda Mai et al.*29 citations*
120. **[A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach ↗](https://doi.org/10.1145/3477495.3531821)**Suchana Datta, Sean MacAvaney, Debasis Ganguly et al.*28 citations*
121. **[Neutralizing Popularity Bias in Recommendation Models ↗](https://doi.org/10.1145/3477495.3531907)**Guipeng Xv, Chen Lin, Hui Li et al.*28 citations*
122. **[On Natural Language User Profiles for Transparent and Scrutable Recommendation ↗](https://doi.org/10.1145/3477495.3531873)**Filip Radlinski, Krisztian Balog, Fernando Díaz et al.*28 citations*
123. **[ProFairRec ↗](https://doi.org/10.1145/3477495.3532046)**Tao Qi, Fangzhao Wu, Chuhan Wu et al.*28 citations*
124. **[FUM: Fine-grained and Fast User Modeling for News Recommendation ↗](https://doi.org/10.1145/3477495.3531790)**Tao Qi, Fangzhao Wu, Chuhan Wu et al.*27 citations*
125. **[ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities ↗](https://doi.org/10.1145/3477495.3531753)**Paul J. Lerner, Olivier Ferret, Camille Guinaudeau et al.*27 citations*
126. **[CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos ↗](https://doi.org/10.1145/3477495.3531951)**Shengyao Zhuang, Guido Zuccon*26 citations*
127. **[Conversational Question Answering on Heterogeneous Sources ↗](https://doi.org/10.1145/3477495.3531815)**Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum*26 citations*
128. **[Entity-aware Transformers for Entity Search ↗](https://doi.org/10.1145/3477495.3531971)**Emma J. Gerritse, Faegheh Hasibi, Arjen P. de Vries*26 citations*
129. **[Interpolative Distillation for Unifying Biased and Debiased Recommendation ↗](https://doi.org/10.1145/3477495.3532002)**Sihao Ding, Fuli Feng, Xiangnan He et al.*26 citations*
130. **[Towards Explainable Search Results ↗](https://doi.org/10.1145/3477495.3532067)**Puxuan Yu, Razieh Rahimi, James Allan*26 citations*
131. **[AutoGSR ↗](https://doi.org/10.1145/3477495.3531940)**Jingfan Chen, Guanghui Zhu, Haojun Hou et al.*25 citations*
132. **[Co-clustering Interactions via Attentive Hypergraph Neural Network ↗](https://doi.org/10.1145/3477495.3531868)**Tianchi Yang, Cheng Hong Yang, Luhao Zhang et al.*25 citations*
133. **[Explainable Session-based Recommendation with Meta-path Guided Instances and Self-Attention Mechanism ↗](https://doi.org/10.1145/3477495.3531895)**Jiayin Zheng, Juanyun Mai, Yanlong Wen*25 citations*
134. **[V2P ↗](https://doi.org/10.1145/3477495.3532076)**Xuemeng Song, Liqiang Jing, Dengtian Lin et al.*25 citations*
135. **[Where Do Queries Come From? ↗](https://doi.org/10.1145/3477495.3531711)**Marwah Alaofi, Luke Gallagher, Dana McKay et al.*25 citations*
136. **[Constrained Sequence-to-Tree Generation for Hierarchical Text Classification ↗](https://doi.org/10.1145/3477495.3531765)**Chao Yu, Yi Shen, Yue Mao*24 citations*
137. **[Diversity Vs Relevance: A Practical Multi-objective Study in Luxury Fashion Recommendations ↗](https://doi.org/10.1145/3477495.3531866)**João Sá, Vanessa Queiroz Marinho, Ana Rita Magalhães et al.*24 citations*
138. **[Logiformer ↗](https://doi.org/10.1145/3477495.3532016)**Fangzhi Xu, Jun Liu, Qika Lin et al.*24 citations*
139. **[MetaCare++: Meta-Learning with Hierarchical Subtyping for Cold-Start Diagnosis Prediction in Healthcare Data ↗](https://doi.org/10.1145/3477495.3532020)**Yanchao Tan, Carl Yang, Xiangyu Wei et al.*24 citations*
140. **[Single-shot Embedding Dimension Search in Recommender System ↗](https://doi.org/10.1145/3477495.3532060)**Liang Qu, Yong‐Hong Ye, Ningzhi Tang et al.*24 citations*
141. **[Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator ↗](https://doi.org/10.1145/3477495.3531934)**Shanlei Mu, Yaliang Li, Wayne Xin Zhao et al.*23 citations*
142. **[Can Clicks Be Both Labels and Features? ↗](https://doi.org/10.1145/3477495.3531948)**Tao Yang, Chen Luo, Hanqing Lu et al.*23 citations*
143. **[Summarizing Legal Regulatory Documents using Transformers ↗](https://doi.org/10.1145/3477495.3531872)**Svea Klaus, Ria Van Hecke, Kaweh Djafari Naini et al.*23 citations*
144. **[CRET ↗](https://doi.org/10.1145/3477495.3531960)**Kaixiang Ji, Jiajia Liu, Weixiang Hong et al.*22 citations*
145. **[Contrastive Learning with Hard Negative Entities for Entity Set Expansion ↗](https://doi.org/10.1145/3477495.3531954)**Yinghui Li, Yangning Li, Yuxin He et al.*22 citations*
146. **[Fairness of Exposure in Light of Incomplete Exposure Estimation ↗](https://doi.org/10.1145/3477495.3531977)**Maria Heuss, Fatemeh Sarvi, Maarten de Rijke*22 citations*
147. **[INMO ↗](https://doi.org/10.1145/3477495.3532000)**Yunfan Wu, Qi Cao, Huawei Shen et al.*22 citations*
148. **[Is News Recommendation a Sequential Recommendation Task? ↗](https://doi.org/10.1145/3477495.3531862)**Chuhan Wu, Fangzhao Wu, Tao Qi et al.*22 citations*
149. **[Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization ↗](https://doi.org/10.1145/3477495.3531891)**George Zerveas, Navid Rekabsaz, Daniel Cohen et al.*22 citations*
150. **[Towards Suicide Ideation Detection Through Online Conversational Context ↗](https://doi.org/10.1145/3477495.3532068)**Ramit Sawhney, Shivam Agarwal, Atula Tejaswi Neerkaje et al.*22 citations*
151. **[ArchivalQA ↗](https://doi.org/10.1145/3477495.3531734)**Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa*21 citations*
152. **[From Little Things Big Things Grow ↗](https://doi.org/10.1145/3477495.3531748)**Shuai Wang, Harrisen Scells, Justin Michael Clark et al.*21 citations*
153. **[Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization ↗](https://doi.org/10.1145/3477495.3532011)**Mingyuan Cheng, Xinru Liao, Quan Liu et al.*21 citations*
154. **[Multi-Level Interaction Reranking with User Behavior History ↗](https://doi.org/10.1145/3477495.3532026)**Yunjia Xi, Weiwen Liu, Jieming Zhu et al.*21 citations*
155. **[OVQA ↗](https://doi.org/10.1145/3477495.3531724)**Yefan Huang, Xiaoli Wang, Feiyan Liu et al.*21 citations*
156. **[Revisiting Two-tower Models for Unbiased Learning to Rank ↗](https://doi.org/10.1145/3477495.3531837)**Le Wei Yan, Zhen Qin, Honglei Zhuang et al.*21 citations*
157. **[Structured and Natural Responses Co-generation for Conversational Search ↗](https://doi.org/10.1145/3477495.3532063)**Chenchen Ye, Lizi Liao, Fuli Feng et al.*21 citations*
158. **[COSPLAY ↗](https://doi.org/10.1145/3477495.3531957)**Chen Xu, Piji Li, Wei Wang et al.*20 citations*
159. **[Exploiting Session Information in BERT-based Session-aware Sequential Recommendation ↗](https://doi.org/10.1145/3477495.3531910)**Jinseok Seol, Youngrok Ko, Sang-goo Lee*20 citations*
160. **[GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment ↗](https://doi.org/10.1145/3477495.3531838)**Junseok Lee, Yunhak Oh, Yeonjun In et al.*20 citations*
161. **[Improving Micro-video Recommendation via Contrastive Multiple Interests ↗](https://doi.org/10.1145/3477495.3531861)**Beibei Li, Beihong Jin, Jiageng Song et al.*20 citations*
162. **[Incorporating Retrieval Information into the Truncation of Ranking Lists for Better Legal Search ↗](https://doi.org/10.1145/3477495.3531998)**Yixiao Ma, Qingyao Ai, Yueyue Wu et al.*20 citations*
163. **[Learn from Unlabeled Videos for Near-duplicate Video Retrieval ↗](https://doi.org/10.1145/3477495.3532010)**Xiangteng He, Yulin Pan, Mingqian Tang et al.*20 citations*
164. **[ReLoop ↗](https://doi.org/10.1145/3477495.3531922)**Guohao Cai, Jieming Zhu, Quanyu Dai et al.*20 citations*
165. **[Recognizing Medical Search Query Intent by Few-shot Learning ↗](https://doi.org/10.1145/3477495.3531789)**Yaqing Wang, Song Wang, Yanyan Li et al.*20 citations*
166. **[Understanding User Satisfaction with Task-oriented Dialogue Systems ↗](https://doi.org/10.1145/3477495.3531798)**Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke*20 citations*
167. **[Value Penalized Q-Learning for Recommender Systems ↗](https://doi.org/10.1145/3477495.3531796)**Chengqian Gao, Ke Xu, Kuangqi Zhou et al.*20 citations*
168. **[Analysing the Robustness of Dual Encoders for Dense Retrieval Against Misspellings ↗](https://doi.org/10.1145/3477495.3531818)**G. Sidiropoulos, Evangelos Kanoulas*19 citations*
169. **[Axiomatically Regularized Pre-training for Ad hoc Search ↗](https://doi.org/10.1145/3477495.3531943)**Jia Chen, Yiqun Liu, Yan Fang et al.*19 citations*
170. **[Distilling Knowledge on Text Graph for Social Media Attribute Inference ↗](https://doi.org/10.1145/3477495.3531968)**Quan Li, Xiaoting Li, Lingwei Chen et al.*19 citations*
171. **[GraphAD ↗](https://doi.org/10.1145/3477495.3531848)**Xu Chen, Qiu Qiu, Changshan Li et al.*19 citations*
172. **[Item Similarity Mining for Multi-Market Recommendation ↗](https://doi.org/10.1145/3477495.3531839)**Jiangxia Cao, Xin Cong, Tingwen Liu et al.*19 citations*
173. **[Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval ↗](https://doi.org/10.1145/3477495.3532028)**Jialin Tian, Kai Wang, Xing Xu et al.*19 citations*
174. **[Optimizing Generalized Gini Indices for Fairness in Rankings ↗](https://doi.org/10.1145/3477495.3532035)**Virginie Do, Nicolas Usunier*19 citations*
175. **[PTAU ↗](https://doi.org/10.1145/3477495.3532048)**Jinzhi Liao, Xiang Hui Zhao, Jianming Zheng et al.*19 citations*
176. **[Too Many Relevants ↗](https://doi.org/10.1145/3477495.3531728)**Ellen M. Voorhees, Nick Craswell, Jimmy Lin*19 citations*
177. **[UserBERT ↗](https://doi.org/10.1145/3477495.3531810)**Chuhan Wu, Fangzhao Wu, Tao Qi et al.*19 citations*
178. **[Where Does the Performance Improvement Come From? ↗](https://doi.org/10.1145/3477495.3531715)**Jun Rao, Fei Wang, Liang Ding et al.*19 citations*
179. **[A Multi-Task Based Neural Model to Simulate Users in Goal Oriented Dialogue Systems ↗](https://doi.org/10.1145/3477495.3531814)**To Eun Kim, Aldo Lipani*18 citations*
180. **[Analyzing and Simulating User Utterance Reformulation in Conversational Recommender Systems ↗](https://doi.org/10.1145/3477495.3531936)**Shuo Zhang, Mu‐Chun Wang, Krisztian Balog*18 citations*
181. **[BERT-ER ↗](https://doi.org/10.1145/3477495.3531944)**Shubham Chatterjee, Laura Dietz*18 citations*
182. **[CAVES ↗](https://doi.org/10.1145/3477495.3531745)**Soham Poddar, Azlaan Mustafa Samad, Rajdeep Mukherjee et al.*18 citations*
183. **[Clustering based Behavior Sampling with Long Sequential Data for CTR Prediction ↗](https://doi.org/10.1145/3477495.3531829)**Yuren Zhang, Enhong Chen, Binbin Jin et al.*18 citations*
184. **[Conversational Recommendation via Hierarchical Information Modeling ↗](https://doi.org/10.1145/3477495.3531830)**Quan Tu, Shen Gao, Yanran Li et al.*18 citations*
185. **[Dynamics-Aware Adaptation for Reinforcement Learning Based Cross-Domain Interactive Recommendation ↗](https://doi.org/10.1145/3477495.3531969)**Junda Wu, Zhihui Xie, Tong Yu et al.*18 citations*
186. **[Exploring Modular Task Decomposition in Cross-domain Named Entity Recognition ↗](https://doi.org/10.1145/3477495.3531976)**Xinghua Zhang, Bowen Yu, Yubin Wang et al.*18 citations*
187. **[Generating Clarifying Questions with Web Search Results ↗](https://doi.org/10.1145/3477495.3531981)**Ziliang Zhao, Zhicheng Dou, Jiaxin Mao et al.*18 citations*
188. **[ORCAS-I ↗](https://doi.org/10.1145/3477495.3531737)**Daria Alexander, Wojciech Kusa, Arjen P. de Vries*18 citations*
189. **[PEVAE ↗](https://doi.org/10.1145/3477495.3532039)**Zefeng Cai, Zerui Cai*18 citations*
190. **[PST ↗](https://doi.org/10.1145/3477495.3531903)**Ruixin Li, Yu Yin, Le Dai et al.*18 citations*
191. **[RESETBERT4Rec: A Pre-training Model Integrating Time And User Historical Behavior for Sequential Recommendation ↗](https://doi.org/10.1145/3477495.3532054)**Qihang Zhao*18 citations*
192. **[Self-Supervised Learning for Recommender System ↗](https://doi.org/10.1145/3477495.3532684)**Chao Huang, Xiang Wang, Xiangnan He et al.*18 citations*
193. **[To Interpolate or not to Interpolate ↗](https://doi.org/10.1145/3477495.3531884)**Hang Li, Shuai Wang, Shengyao Zhuang et al.*18 citations*
194. **[A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval ↗](https://doi.org/10.1145/3477495.3531928)**Yan Zhuang, Qi Liu, Zhenya Huang et al.*17 citations*
195. **[A Study of Cross-Session Cross-Device Search Within an Academic Digital Library ↗](https://doi.org/10.1145/3477495.3531929)**Sebastian Gomes, Miriam Boon, Orland Hoeber*17 citations*
196. **[Constructing Better Evaluation Metrics by Incorporating the Anchoring Effect into the User Model ↗](https://doi.org/10.1145/3477495.3531953)**Nuo Chen, Fan Zhang, Tetsuya Sakai*17 citations*
197. **[Dialogue Topic Segmentation via Parallel Extraction Network with Neighbor Smoothing ↗](https://doi.org/10.1145/3477495.3531817)**Jinxiong Xia, Cao Liu, Jiansong Chen et al.*17 citations*
198. **[Knowledge Graph Question Answering Datasets and Their Generalizability ↗](https://doi.org/10.1145/3477495.3531751)**Longquan Jiang, Ricardo Usbeck*17 citations*
199. **[Masking and Generation ↗](https://doi.org/10.1145/3477495.3531825)**Rui Wang, Qianlong Wang, Bin Liang et al.*17 citations*
200. **[Monant Medical Misinformation Dataset ↗](https://doi.org/10.1145/3477495.3531726)**Ivan Srba, Branislav Pecher, Matúš Tomlein et al.*17 citations*

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