---
title: "SIGIR 2024 — all accepted papers, page 2 — the most cited first"
description: "All 389 papers of SIGIR 2024 · page 2 of 4, the most cited first; those with our summary link to it."
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# SIGIR 2024: all accepted papers

389 papers · page 2 of 4 · the most cited first · [← SIGIR 2024](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2024/)

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101. **[Scalable Community Search over Large-scale Graphs based on Graph Transformer ↗](https://doi.org/10.1145/3626772.3657771)**Yuxiang Wang, Xiaoxuan Gou, Xiaoliang Xu et al.*17 citations*
102. **[Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models ↗](https://doi.org/10.1145/3626772.3661361)**Vinay Setty*17 citations*
103. **[Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph ↗](https://doi.org/10.1145/3626772.3657706)**Zhiyu Fang, Shuai-Long Lei, Xiaobin Zhu et al.*17 citations*
104. **[FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking ↗](https://doi.org/10.1145/3626772.3657663)**Vinay Setty*16 citations*
105. **[Generative Retrieval via Term Set Generation ↗](https://doi.org/10.1145/3626772.3657797)**Peitian Zhang, Zheng Liu, Yujia Zhou et al.*16 citations*
106. **[Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses ↗](https://doi.org/10.1145/3626772.3657862)**Ehsan Kamalloo, Nandan Thakur, Carlos Lassance et al.*16 citations*
107. **[ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement ↗](https://doi.org/10.1145/3626772.3657680)**Saurabh Bhausaheb Zinjad, Amrita Bhattacharjee, Amey Bhilegaonkar et al.*16 citations*
108. **[Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking ↗](https://doi.org/10.1145/3626772.3657670)**Sara Kemper, Justin Cui, Kai Dicarlantonio et al.*16 citations*
109. **[UniSAR: Modeling User Transition Behaviors between Search and Recommendation ↗](https://doi.org/10.1145/3626772.3657811)**Teng Shi, Zihua Si, Jun Xu et al.*16 citations*
110. **[A Reproducibility Study of PLAID ↗](https://doi.org/10.1145/3626772.3657856)**Sean MacAvaney, Nicola Tonellotto*15 citations*
111. **[Amazon-KG: A Knowledge Graph Enhanced Cross-Domain Recommendation Dataset ↗](https://doi.org/10.1145/3626772.3657880)**Yuhan Wang, Qing Xie, Mengzi Tang et al.*15 citations*
112. **[Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check ↗](https://doi.org/10.1145/3626772.3657980)**Linhao Ye, Zhikai Lei, Jianghao Yin et al.*15 citations*
113. **[Cluster-based Partial Dense Retrieval Fused with Sparse Text Retrieval ↗](https://doi.org/10.1145/3626772.3657972)**Yingrui Yang, Parker Carlson, Shanxiu He et al.*15 citations*
114. **[Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion ↗](https://doi.org/10.1145/3626772.3657838)**Yu Zhao, Ying Zhang, Baohang Zhou et al.*15 citations*
115. **[DHMAE: A Disentangled Hypergraph Masked Autoencoder for Group Recommendation ↗](https://doi.org/10.1145/3626772.3657699)**Yingqi Zhao, Haiwei Zhang, Qijie Bai et al.*15 citations*
116. **[Deep Pattern Network for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3626772.3657777)**Hengyu Zhang, Junwei Pan, Dapeng Liu et al.*15 citations*
117. **[Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender Systems ↗](https://doi.org/10.1145/3626772.3657749)**Jin Huang, Harrie Oosterhuis, Masoud Mansoury et al.*15 citations*
118. **[IR-RAG @ SIGIR24: Information Retrieval's Role in RAG Systems ↗](https://doi.org/10.1145/3626772.3657984)**Fabio Petroni, Federico Siciliano, Fabrizio Silvestri et al.*15 citations*
119. **[MoME: Mixture-of-Masked-Experts for Efficient Multi-Task Recommendation ↗](https://doi.org/10.1145/3626772.3657922)**Jiahui Xu, Lu Sun, Dengji Zhao*15 citations*
120. **[Towards Robust QA Evaluation via Open LLMs ↗](https://doi.org/10.1145/3626772.3657675)**Ehsan Kamalloo, Shivani Upadhyay, Jimmy Lin*15 citations*
121. **[Truth-O-Meter: Handling Multiple Inconsistent Sources Repairing LLM Hallucinations ↗](https://doi.org/10.1145/3626772.3657679)**Boris A. Galitsky, Anton Chernyavskiy, Dmitry Ilvovsky*15 citations*
122. **[A Persona-Infused Cross-Task Graph Network for Multimodal Emotion Recognition with Emotion Shift Detection in Conversations ↗](https://doi.org/10.1145/3626772.3657944)**Geng Tu, Feng Xiong, Bin Liang et al.*14 citations*
123. **[Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation? ↗](https://doi.org/10.1145/3626772.3657835)**Ming Li, Yuanna Liu, Sami Jullien et al.*14 citations*
124. **[CLLP: Contrastive Learning Framework Based on Latent Preferences for Next POI Recommendation ↗](https://doi.org/10.1145/3626772.3657730)**Hongli Zhou, Zhihao Jia, Haiyang Zhu et al.*14 citations*
125. **[Course Recommender Systems Need to Consider the Job Market ↗](https://doi.org/10.1145/3626772.3657847)**Jibril Frej, Anna Dai, Syrielle Montariol et al.*14 citations*
126. **[Fairness-Aware Exposure Allocation via Adaptive Reranking ↗](https://doi.org/10.1145/3626772.3657794)**Thomas Jaenich, Graham McDonald, Iadh Ounis*14 citations*
127. **[GPT4Rec: Graph Prompt Tuning for Streaming Recommendation ↗](https://doi.org/10.1145/3626772.3657720)**Peiyan Zhang, Yuchen Yan, Xi Zhang et al.*14 citations*
128. **[Generative Retrieval as Multi-Vector Dense Retrieval ↗](https://doi.org/10.1145/3626772.3657697)**Shiguang Wu, Wenda Wei, Mengqi Zhang et al.*14 citations*
129. **[Lightweight Embeddings for Graph Collaborative Filtering ↗](https://doi.org/10.1145/3626772.3657820)**Xurong Liang, Tong Chen, Lizhen Cui et al.*14 citations*
130. **[Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy ↗](https://doi.org/10.1145/3626772.3657714)**Changshuo Zhang, Sirui Chen, Xiao Zhang et al.*14 citations*
131. **[Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation ↗](https://doi.org/10.1145/3626772.3657916)**Jin-Duk Park, Yong-Min Shin, Won-Yong Shin*14 citations*
132. **[Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset ↗](https://doi.org/10.1145/3626772.3657892)**Philipp Hager, Romain Deffayet, Jean-Michel Renders et al.*14 citations*
133. **[A Semantic Search Engine for Helping Patients Find Doctors and Locations in a Large Healthcare Organization ↗](https://doi.org/10.1145/3626772.3661349)**Mayank Kejriwal, Hamid Haidarian, Min–Hsueh Chiu et al.*13 citations*
134. **[Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models ↗](https://doi.org/10.1145/3626772.3657841)**Catherine Chen, Jack Merullo, Carsten Eickhoff*13 citations*
135. **[CLIP-Branches: Interactive Fine-Tuning for Text-Image Retrieval ↗](https://doi.org/10.1145/3626772.3657678)**Christian Lülf, Denis Mayr Lima Martins, Marcos António Vaz Salles et al.*13 citations*
136. **[CaLa: Complementary Association Learning for Augmenting Comoposed Image Retrieval ↗](https://doi.org/10.1145/3626772.3657823)**Xintong Jiang, Yaxiong Wang, Mengjian Li et al.*13 citations*
137. **[Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers? ↗](https://doi.org/10.1145/3626772.3657979)**Minghan Li, Honglei Zhuang, Kai Hui et al.*13 citations*
138. **[Information Diffusion Prediction via Cascade-Retrieved In-context Learning ↗](https://doi.org/10.1145/3626772.3657909)**Ting Zhong, Jienan Zhang, Zhangtao Cheng et al.*13 citations*
139. **[LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation ↗](https://doi.org/10.1145/3626772.3657684)**Kaike Zhang, Qi Cao, Yunfan Wu et al.*13 citations*
140. **["In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval" ↗](https://doi.org/10.1145/3626772.3657842)**Andrew Parry, Debasis Ganguly, Manish Chandra*12 citations*
141. **[CaseLink: Inductive Graph Learning for Legal Case Retrieval ↗](https://doi.org/10.1145/3626772.3657693)**Yanran Tang, Ruihong Qiu, Hongzhi Yin et al.*12 citations*
142. **[CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models ↗](https://doi.org/10.1145/3626772.3657672)**Peiyuan Gong, J. Li, Jiaxin Mao*12 citations*
143. **[Cross-reconstructed Augmentation for Dual-target Cross-domain Recommendation ↗](https://doi.org/10.1145/3626772.3657902)**Qingyang Mao, Qi Liu, Zhi Li et al.*12 citations*
144. **[EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems ↗](https://doi.org/10.1145/3626772.3657868)**Yuanqing Yu, Chongming Gao, Jiawei Chen et al.*12 citations*
145. **[Interest Clock: Time Perception in Real-Time Streaming Recommendation System ↗](https://doi.org/10.1145/3626772.3661369)**Yongchun Zhu, Jingwu Chen, Ling Chen et al.*12 citations*
146. **[Large Language Model Powered Agents for Information Retrieval ↗](https://doi.org/10.1145/3626772.3661375)**An Zhang, Yang Deng, Yankai Lin et al.*12 citations*
147. **[MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation ↗](https://doi.org/10.1145/3626772.3657867)**Andreea Iana, Goran Glavašš, Heiko Paulheim*12 citations*
148. **[PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking ↗](https://doi.org/10.1145/3626772.3657904)**Yuzhang Xie, Jiaying Lu, Joyce C. Ho et al.*12 citations*
149. **[Query Performance Prediction for Conversational Search and Beyond ↗](https://doi.org/10.1145/3626772.3657658)**Chuan Meng*12 citations*
150. **[ReCODE: Modeling Repeat Consumption with Neural ODE ↗](https://doi.org/10.1145/3626772.3657936)**Sunhao Dai, Changle Qu, Sirui Chen et al.*12 citations*
151. **[Synthetic Query Generation using Large Language Models for Virtual Assistants ↗](https://doi.org/10.1145/3626772.3661355)**Sonal Sannigrahi, Thiago Fraga-Silva, Youssef Oualil et al.*12 citations*
152. **[The Treatment of Ties in Rank-Biased Overlap ↗](https://doi.org/10.1145/3626772.3657700)**Matteo Corsi, Julián Urbano*12 citations*
153. **[A Taxation Perspective for Fair Re-ranking ↗](https://doi.org/10.1145/3626772.3657766)**Chen Xu, Xiaopeng Ye, Wenjie Wang et al.*11 citations*
154. **[Combining Large Language Models and Crowdsourcing for Hybrid Human-AI Misinformation Detection ↗](https://doi.org/10.1145/3626772.3657965)**Xia Zeng, David La Barbera, Kevin Roitero et al.*11 citations*
155. **[Masked Graph Transformer for Large-Scale Recommendation ↗](https://doi.org/10.1145/3626772.3657971)**Huiyuan Chen, Zhe Xu, Chin‐Chia Michael Yeh et al.*11 citations*
156. **[Old IR Methods Meet RAG ↗](https://doi.org/10.1145/3626772.3657935)**Oz Huly, Idan Pogrebinsky, David Carmel et al.*11 citations*
157. **[A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage Retrieval ↗](https://doi.org/10.1145/3626772.3657933)**Ivica Kostric, Krisztian Balog*10 citations*
158. **[CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora ↗](https://doi.org/10.1145/3626772.3657741)**Zijun Long, Xuri Ge, Richard McCreadie et al.*10 citations*
159. **[MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension ↗](https://doi.org/10.1145/3626772.3657824)**Zhuo Zhao, Zhiwen Xie, Guangyou Zhou et al.*10 citations*
160. **[MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation ↗](https://doi.org/10.1145/3626772.3657662)**Zijie J. Wang, Duen Horng Chau*10 citations*
161. **[Modeling User Fatigue for Sequential Recommendation ↗](https://doi.org/10.1145/3626772.3657802)**Nian Li, Xin Ban, Cheng Ling et al.*10 citations*
162. **[Multi-view Mixed Attention for Contrastive Learning on Hypergraphs ↗](https://doi.org/10.1145/3626772.3657897)**Jongsoo Lee, Dong‐Kyu Chae*10 citations*
163. **[Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model ↗](https://doi.org/10.1145/3626772.3661343)**Enqiang Xu, Yiming Qiu, Junyang Bai et al.*10 citations*
164. **[Poisoning Decentralized Collaborative Recommender System and Its Countermeasures ↗](https://doi.org/10.1145/3626772.3657814)**Ruiqi Zheng, Liang Qu, Tong Chen et al.*10 citations*
165. **[Who To Align With: Feedback-Oriented Multi-Modal Alignment in Recommendation Systems ↗](https://doi.org/10.1145/3626772.3657701)**Yang Li, Qi’ao Zhao, Chen Lin et al.*10 citations*
166. **["Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time ↗](https://doi.org/10.1145/3626772.3661345)**Scott Rome, Tianwen Chen, Raphael Tang et al.*9 citations*
167. **[A Workbench for Autograding Retrieve/Generate Systems ↗](https://doi.org/10.1145/3626772.3657871)**Laura Dietz*9 citations*
168. **[Adaptive In-Context Learning with Large Language Models for Bundle Generation ↗](https://doi.org/10.1145/3626772.3657808)**Zhu Sun, Kaidong Feng, Jie Chi Yang et al.*9 citations*
169. **[COMI: COrrect and MItigate Shortcut Learning Behavior in Deep Neural Networks ↗](https://doi.org/10.1145/3626772.3657729)**Lili Zhao, Qi Liu, Linan Yue et al.*9 citations*
170. **[Deep Automated Mechanism Design for Integrating Ad Auction and Allocation in Feed ↗](https://doi.org/10.1145/3626772.3657774)**Xuejian Li, Ze Wang, Bingqi Zhu et al.*9 citations*
171. **[Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation ↗](https://doi.org/10.1145/3626772.3657695)**Zhe Xu, Daoyuan Chen, Jiayi Kuang et al.*9 citations*
172. **[Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach ↗](https://doi.org/10.1145/3626772.3657822)**Tianhao Shi, Yang Zhang, Jizhi Zhang et al.*9 citations*
173. **[Hypergraph Convolutional Network for User-Oriented Fairness in Recommender Systems ↗](https://doi.org/10.1145/3626772.3657737)**Zhongxuan Han, Chaochao Chen, Xiaolin Zheng et al.*9 citations*
174. **[Identifiability of Cross-Domain Recommendation via Causal Subspace Disentanglement ↗](https://doi.org/10.1145/3626772.3657758)**Jing Du, Zesheng Ye, Bin Guo et al.*9 citations*
175. **[Large Language Models Based Stemming for Information Retrieval: Promises, Pitfalls and Failures ↗](https://doi.org/10.1145/3626772.3657949)**Shuai Wang, Shengyao Zhuang, Guido Zuccon*9 citations*
176. **[MealRec + : A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness ↗](https://doi.org/10.1145/3626772.3657857)**Ming Li, Lin Li, Xiaohui Tao et al.*9 citations*
177. **[MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning ↗](https://doi.org/10.1145/3626772.3657711)**Ruijie Wang, Yutong Zhang, Jinyang Li et al.*9 citations*
178. **[NFARec: A Negative Feedback-Aware Recommender Model ↗](https://doi.org/10.1145/3626772.3657809)**Xinfeng Wang, Fumiyo Fukumoto, Jin Cui et al.*9 citations*
179. **[Prediction of the Realisation of an Information Need: An EEG Study ↗](https://doi.org/10.1145/3626772.3657981)**Niall McGuire, Yashar Moshfeghi*9 citations*
180. **[ProCIS: A Benchmark for Proactive Retrieval in Conversations ↗](https://doi.org/10.1145/3626772.3657869)**Chris Samarinas, Hamed Zamani*9 citations*
181. **[QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims ↗](https://doi.org/10.1145/3626772.3657874)**V Venktesh, Abhijit Anand, Avishek Anand et al.*9 citations*
182. **[Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport ↗](https://doi.org/10.1145/3626772.3657764)**Jiajie Su, Chaochao Chen, Weiming Liu et al.*9 citations*
183. **[Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR ↗](https://doi.org/10.1145/3626772.3657861)**Nandan Thakur, Luiz Bonifacio, Maik Fröbe et al.*9 citations*
184. **[Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback ↗](https://doi.org/10.1145/3626772.3657689)**Qian Dong, Yiding Liu, Qingyao Ai et al.*9 citations*
185. **[A Generic Behavior-Aware Data Augmentation Framework for Sequential Recommendation ↗](https://doi.org/10.1145/3626772.3657682)**Jing Xiao, Weike Pan, Zhong Ming*8 citations*
186. **[AutoDCS: Automated Decision Chain Selection in Deep Recommender Systems ↗](https://doi.org/10.1145/3626772.3657818)**Dugang Liu, Shenxian Xian, Yuhao Wu et al.*8 citations*
187. **[ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages ↗](https://doi.org/10.1145/3626772.3657891)**Bhawna Piryani, Jamshid Mozafari, Adam Jatowt*8 citations*
188. **[EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention ↗](https://doi.org/10.1145/3626772.3657805)**Zhen Tian, Wayne Xin Zhao, Changwang Zhang et al.*8 citations*
189. **[Graph Reasoning Enhanced Language Models for Text-to-SQL ↗](https://doi.org/10.1145/3626772.3657961)**Zheng Gong, Ying Qiu Sun*8 citations*
190. **[Mutual Information-based Preference Disentangling and Transferring for Non-overlapped Multi-target Cross-domain Recommendations ↗](https://doi.org/10.1145/3626772.3657780)**Zhi Li, Daichi Amagata, Yihong Zhang et al.*8 citations*
191. **[Neural Passage Quality Estimation for Static Pruning ↗](https://doi.org/10.1145/3626772.3657765)**Xuejun Chang, Debabrata Mishra, Craig Macdonald et al.*8 citations*
192. **[SPLATE: Sparse Late Interaction Retrieval ↗](https://doi.org/10.1145/3626772.3657968)**Thibault Formal, Stéphane Clinchant, Hervé Déjean et al.*8 citations*
193. **[SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval ↗](https://doi.org/10.1145/3626772.3657910)**Zihao Li, Yuyi Ao, Jingrui He*8 citations*
194. **[TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning ↗](https://doi.org/10.1145/3626772.3657978)**Jing Zhu, Xiang Song, Vassilis N. Ioannidis et al.*8 citations*
195. **[Treatment Effect Estimation for User Interest Exploration on Recommender Systems ↗](https://doi.org/10.1145/3626772.3657736)**Jiaju Chen, Wenjie Wang, Chongming Gao et al.*8 citations*
196. **[UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching ↗](https://doi.org/10.1145/3626772.3657806)**Quanxing Zha, Xin Liu, Yiu‐ming Cheung et al.*8 citations*
197. **[A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network ↗](https://doi.org/10.1145/3626772.3657718)**Yucen Gao, Wei Liu, Jianxiong Guo et al.*7 citations*
198. **[An Empirical Analysis on Multi-turn Conversational Recommender Systems ↗](https://doi.org/10.1145/3626772.3657893)**Lu Zhang, Chen Li, Yu Lei et al.*7 citations*
199. **[Capability-aware Prompt Reformulation Learning for Text-to-Image Generation ↗](https://doi.org/10.1145/3626772.3657787)**Jingtao Zhan, Qingyao Ai, Yiqun Liu et al.*7 citations*
200. **[Dimension Importance Estimation for Dense Information Retrieval ↗](https://doi.org/10.1145/3626772.3657691)**Guglielmo Faggioli, Nicola Ferro, Raffaele Perego et al.*7 citations*

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