---
title: "SIGIR 2022 — all accepted papers, page 3 — the most cited first"
description: "All 444 papers of SIGIR 2022 · page 3 of 5, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2022/papers/page/3/"
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# SIGIR 2022: all accepted papers

444 papers · page 3 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/)

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201. **[PERD: Personalized Emoji Recommendation with Dynamic User Preference ↗](https://doi.org/10.1145/3477495.3531779)**Xuanzhi Zheng, Guoshuai Zhao, Li Zhu et al.*17 citations*
202. **[PKG ↗](https://doi.org/10.1145/3477495.3531671)**Yang Yu, Jiangxu Lin, Xiaolian Zhang et al.*17 citations*
203. **[AutoLossGen: Automatic Loss Function Generation for Recommender Systems ↗](https://doi.org/10.1145/3477495.3531941)**Zelong Li, Jianchao Ji, Yingqiang Ge et al.*16 citations*
204. **[Competitive Search ↗](https://doi.org/10.1145/3477495.3532771)**Oren Kurland, Moshe Tennenholtz*16 citations*
205. **[Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2 ↗](https://doi.org/10.1145/3477495.3531749)**Xueguang Ma, Ronak Pradeep, Rodrigo Frassetto Nogueira et al.*16 citations*
206. **[EFLEC: Efficient Feature-LEakage Correction in GNN based Recommendation Systems ↗](https://doi.org/10.1145/3477495.3531770)**Ishaan Kumar, Yaochen Hu, Yingxue Zhang*16 citations*
207. **[HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3477495.3531988)**Zuowu Zheng, Changwang Zhang, Xiaofeng Gao et al.*16 citations*
208. **[ReMeDi ↗](https://doi.org/10.1145/3477495.3531809)**Guojun Yan, Jiahuan Pei, Pengjie Ren et al.*16 citations*
209. **[Relation-Guided Few-Shot Relational Triple Extraction ↗](https://doi.org/10.1145/3477495.3531831)**Xin Cong, Jiawei Sheng, Shiyao Cui et al.*16 citations*
210. **[Target-aware Abstractive Related Work Generation with Contrastive Learning ↗](https://doi.org/10.1145/3477495.3532065)**Xiuying Chen, Hind Alamro, Mingzhe Li et al.*16 citations*
211. **[An Auto Encoder-based Dimensionality Reduction Technique for Efficient Entity Linking in Business Phone Conversations ↗](https://doi.org/10.1145/3477495.3536322)**Md Tahmid Rahman Laskar, Cheng Chen, Jonathan Johnston et al.*15 citations*
212. **[Towards Event-level Causal Relation Identification ↗](https://doi.org/10.1145/3477495.3531758)**Chuang Fan, Daoxing Liu, Libo Qin et al.*15 citations*
213. **[Towards Personalized Bundle Creative Generation with Contrastive Non-Autoregressive Decoding ↗](https://doi.org/10.1145/3477495.3531909)**Penghui Wei, Shaoguo Liu, Xuanhua Yang et al.*15 citations*
214. **[Why Don't You Click ↗](https://doi.org/10.1145/3477495.3532082)**Ziyi Ye, Xiaohui Xie, Yiqun Liu et al.*15 citations*
215. **[Zero-shot Query Contextualization for Conversational Search ↗](https://doi.org/10.1145/3477495.3531769)**Antonios Minas Krasakis, Andrew Yates, Evangelos Kanoulas*15 citations*
216. **[A Python Interface to PISA! ↗](https://doi.org/10.1145/3477495.3531656)**Sean MacAvaney, Craig Macdonald*14 citations*
217. **[Deep Multi-Representational Item Network for CTR Prediction ↗](https://doi.org/10.1145/3477495.3531845)**Jihai Zhang, Fangquan Lin, Cheng Zhong Yang et al.*14 citations*
218. **[ELECRec: Training Sequential Recommenders as Discriminators ↗](https://doi.org/10.1145/3477495.3531894)**Yongjun Chen, Jia Li, Caiming Xiong*14 citations*
219. **[Gender Fairness in Information Retrieval Systems ↗](https://doi.org/10.1145/3477495.3532680)**Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi et al.*14 citations*
220. **[HTKG ↗](https://doi.org/10.1145/3477495.3531990)**Yuxiang Zhang, Tao Jiang, Tianyu Yang et al.*14 citations*
221. **[Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking ↗](https://doi.org/10.1145/3477495.3531997)**Qian Dong, Yiding Liu, Suqi Cheng et al.*14 citations*
222. **[Information Need Awareness ↗](https://doi.org/10.1145/3477495.3531999)**Dominika Michalkova, Mario A. Parra, Yashar Moshfeghi*14 citations*
223. **[Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation ↗](https://doi.org/10.1145/3477495.3532015)**Xiaocong Chen, Lina Yao, Julian McAuley et al.*14 citations*
224. **[Modeling User Behavior With Interaction Networks for Spam Detection ↗](https://doi.org/10.1145/3477495.3531875)**Prabhat Agarwal, Manisha Srivastava, Vishwakarma Singh et al.*14 citations*
225. **[On Optimizing Top-K Metrics for Neural Ranking Models ↗](https://doi.org/10.1145/3477495.3531849)**Rolf Jagerman, Zhen Qin, Xuanhui Wang et al.*14 citations*
226. **[On the Role of Relevance in Natural Language Processing Tasks ↗](https://doi.org/10.1145/3477495.3532034)**Artsiom Sauchuk, James Peter Thorne, Alon Y. Halevy et al.*14 citations*
227. **[P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning ↗](https://doi.org/10.1145/3477495.3531786)**Xiaomeng Hu, Shi Yu, Chenyan Xiong et al.*14 citations*
228. **[Point Prompt Tuning for Temporally Language Grounding ↗](https://doi.org/10.1145/3477495.3531795)**Zeng YaWen*14 citations*
229. **[The Istella22 Dataset ↗](https://doi.org/10.1145/3477495.3531740)**Domenico Dato, Sean MacAvaney, Franco Maria Nardini et al.*14 citations*
230. **[Users and Contemporary SERPs ↗](https://doi.org/10.1145/3477495.3531719)**Nirmal Roy, David Maxwell, Claudia Hauff*14 citations*
231. **[ACORDAR ↗](https://doi.org/10.1145/3477495.3531729)**Tengteng Lin, Qiaosheng Chen, Gong Cheng et al.*13 citations*
232. **[Aspect Feature Distillation and Enhancement Network for Aspect-based Sentiment Analysis ↗](https://doi.org/10.1145/3477495.3531938)**Rui Liu, Jiahao Cao, Nannan Sun et al.*13 citations*
233. **[BSAL ↗](https://doi.org/10.1145/3477495.3531804)**Bisheng Li, Min Zhou, Shengzhong Zhang et al.*13 citations*
234. **[Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation ↗](https://doi.org/10.1145/3477495.3531847)**Guogang Liao, Xiaowen Shi, Ze Wang et al.*13 citations*
235. **[Determinantal Point Process Likelihoods for Sequential Recommendation ↗](https://doi.org/10.1145/3477495.3531965)**Yuli Liu, Christian Walder, Lexing Xie*13 citations*
236. **[Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives ↗](https://doi.org/10.1145/3477495.3531823)**Wei Wang, Liangzhu Ge, Jingqiao Zhang et al.*13 citations*
237. **[L3E-HD: A Framework Enabling Efficient Ensemble in High-Dimensional Space for Language Tasks ↗](https://doi.org/10.1145/3477495.3531761)**Fangxin Liu, Haoming Li, Xiaokang Yang et al.*13 citations*
238. **[Learning-to-Rank at the Speed of Sampling ↗](https://doi.org/10.1145/3477495.3531842)**Harrie Oosterhuis*13 citations*
239. **[LightSGCN ↗](https://doi.org/10.1145/3477495.3531917)**Haoxin Liu*13 citations*
240. **[Neural Query Synthesis and Domain-Specific Ranking Templates for Multi-Stage Clinical Trial Matching ↗](https://doi.org/10.1145/3477495.3531853)**Ronak Pradeep, Yilin Li, Yuetong Wang et al.*13 citations*
241. **[NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs ↗](https://doi.org/10.1145/3477495.3531669)**Wen Zhang, Xiangnan Chen, Zhen Yao et al.*13 citations*
242. **[Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective ↗](https://doi.org/10.1145/3477495.3532052)**Ying Zhou, Xuanang Chen, Ben He et al.*13 citations*
243. **[Towards Results-level Proportionality for Multi-objective Recommender Systems ↗](https://doi.org/10.1145/3477495.3531787)**Ladislav Peška, Patrik Dokoupil*13 citations*
244. **[Translation-Based Implicit Annotation Projection for Zero-Shot Cross-Lingual Event Argument Extraction ↗](https://doi.org/10.1145/3477495.3531808)**Chenwei Lou, Jun Gao, Changlong Yu et al.*13 citations*
245. **[A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism ↗](https://doi.org/10.1145/3477495.3531803)**Han Liu, Siyang Zhao, Xiaotong Zhang et al.*12 citations*
246. **[Adversarial Graph Perturbations for Recommendations at Scale ↗](https://doi.org/10.1145/3477495.3531763)**Huiyuan Chen, Kaixiong Zhou, Kwei-Herng Lai et al.*12 citations*
247. **[An MLP-based Algorithm for Efficient Contrastive Graph Recommendations ↗](https://doi.org/10.1145/3477495.3531874)**Siwei Liu, Iadh Ounis, Craig Macdonald*12 citations*
248. **[Animating Images to Transfer CLIP for Video-Text Retrieval ↗](https://doi.org/10.1145/3477495.3531776)**Yu Liu, Huai Chen, Lianghua Huang et al.*12 citations*
249. **[Beyond Opinion Mining ↗](https://doi.org/10.1145/3477495.3532676)**Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara et al.*12 citations*
250. **[Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification ↗](https://doi.org/10.1145/3477495.3531984)**Kai Zhang, Qi Liu, Zhenya Huang et al.*12 citations*
251. **[Interactive Query Clarification and Refinement via User Simulation ↗](https://doi.org/10.1145/3477495.3531871)**Pierre Erbacher, Ludovic Denoyer, Laure Soulier*12 citations*
252. **[Preference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction ↗](https://doi.org/10.1145/3477495.3532042)**Likang Wu, Hao Wang, Enhong Chen et al.*12 citations*
253. **[ReNeuIR: Reaching Efficiency in Neural Information Retrieval ↗](https://doi.org/10.1145/3477495.3531704)**Sebastian Bruch, Claudio Lucchese, Franco Maria Nardini*12 citations*
254. **[State Encoders in Reinforcement Learning for Recommendation ↗](https://doi.org/10.1145/3477495.3531716)**Jin Huang, Harrie Oosterhuis, Bunyamin Cetinkaya et al.*12 citations*
255. **[An Inspection of the Reproducibility and Replicability of TCT-ColBERT ↗](https://doi.org/10.1145/3477495.3531721)**Xiao Wang, Sean MacAvaney, Craig Macdonald et al.*11 citations*
256. **[Bilateral Self-unbiased Learning from Biased Implicit Feedback ↗](https://doi.org/10.1145/3477495.3531946)**Jae-woong Lee, Seongmin Park, Joonseok Lee et al.*11 citations*
257. **[Dual Pseudo Supervision for Semi-Supervised Text Classification with a Reliable Teacher ↗](https://doi.org/10.1145/3477495.3531887)**Shujie Li, Min Yang, Chengming Li et al.*11 citations*
258. **[H-ERNIE ↗](https://doi.org/10.1145/3477495.3531986)**Xiaokai Chu, Jiashu Zhao, Lixin Zou et al.*11 citations*
259. **[KETCH ↗](https://doi.org/10.1145/3477495.3532008)**Limeng Cui, Dongwon Lee*11 citations*
260. **[Learned Token Pruning in Contextualized Late Interaction over BERT (ColBERT) ↗](https://doi.org/10.1145/3477495.3531835)**Carlos Lassance, Maroua Maachou, Joo‐Hee Park et al.*11 citations*
261. **[Multi-CPR ↗](https://doi.org/10.1145/3477495.3531736)**Dingkun Long, Qiong Gao, Kuan Zou et al.*11 citations*
262. **[Progressive Self-Attention Network with Unsymmetrical Positional Encoding for Sequential Recommendation ↗](https://doi.org/10.1145/3477495.3531800)**Yuehua Zhu, Bo Huang, Shaohua Jiang et al.*11 citations*
263. **[Table Enrichment System for Machine Learning ↗](https://doi.org/10.1145/3477495.3531678)**Yuyang Dong, Masafumi Oyamada*11 citations*
264. **[Tensor-based Graph Modularity for Text Data Clustering ↗](https://doi.org/10.1145/3477495.3531834)**Rafika Boutalbi, Mira Ait-Saada, Anastasiia Iurshina et al.*11 citations*
265. **[Unify Local and Global Information for Top-N Recommendation ↗](https://doi.org/10.1145/3477495.3532070)**Xiaoming Liu, Shaocong Wu, Zhaohan Zhang et al.*11 citations*
266. **[iRec: An Interactive Recommendation Framework ↗](https://doi.org/10.1145/3477495.3531754)**Thiago Silva, Nícollas Silva, Heitor Werneck et al.*11 citations*
267. **[Ada-Ranker ↗](https://doi.org/10.1145/3477495.3531931)**Xinyan Fan, Jianxun Lian, Wayne Xin Zhao et al.*10 citations*
268. **[Axiomatic Retrieval Experimentation with ir_axioms ↗](https://doi.org/10.1145/3477495.3531743)**Alexander Bondarenko, Maik Fröbe, Jan Heinrich Reimer et al.*10 citations*
269. **[Biographical Semi-Supervised Relation Extraction Dataset ↗](https://doi.org/10.1145/3477495.3531742)**Alistair Plum, Tharindu Ranasinghe, Spencer Jones et al.*10 citations*
270. **[CTnoCVR ↗](https://doi.org/10.1145/3477495.3531843)**Dandan Zhang, Haotian Wu, Guanqi Zeng et al.*10 citations*
271. **[Continual Learning Dialogue Systems - Learning during Conversation ↗](https://doi.org/10.1145/3477495.3532677)**Sahisnu Mazumder, Bing Liu*10 citations*
272. **[CorED ↗](https://doi.org/10.1145/3477495.3531956)**Jiawei Sheng, Rui Qi Sun, Shu Guo et al.*10 citations*
273. **[Implicit Feedback for Dense Passage Retrieval ↗](https://doi.org/10.1145/3477495.3531994)**Shengyao Zhuang, Hang Li, Guido Zuccon*10 citations*
274. **[MIMICS-Duo ↗](https://doi.org/10.1145/3477495.3531750)**Leila Tavakoli, Johanne R. Trippas, Hamed Zamani et al.*10 citations*
275. **[MetaCVR ↗](https://doi.org/10.1145/3477495.3531733)**Xiaofeng Pan, Ming Li, Jing Zhang et al.*10 citations*
276. **[Unifying Cross-lingual Summarization and Machine Translation with Compression Rate ↗](https://doi.org/10.1145/3477495.3532071)**Yu Bai, Heyan Huang, Kai Fan et al.*10 citations*
277. **[What Makes the Story Forward? ↗](https://doi.org/10.1145/3477495.3532080)**Li Lin, Yixin Cao, Lifu Huang et al.*10 citations*
278. **[An Industrial Framework for Cold-Start Recommendation in Zero-Shot Scenarios ↗](https://doi.org/10.1145/3477495.3536332)**Zhaoxin Huan, Gongduo Zhang, Xiaolu Zhang et al.*9 citations*
279. **[Applications and Future of Dense Retrieval in Industry ↗](https://doi.org/10.1145/3477495.3536324)**Yubin Kim*9 citations*
280. **[DIANES ↗](https://doi.org/10.1145/3477495.3531660)**Xiaoxiao Shang, Zhiyuan Peng, Qiming Yuan et al.*9 citations*
281. **[Human Preferences as Dueling Bandits ↗](https://doi.org/10.1145/3477495.3531991)**Xinyi Yan, Chengxi Luo, Charles L. A. Clarke et al.*9 citations*
282. **[Modality-Balanced Embedding for Video Retrieval ↗](https://doi.org/10.1145/3477495.3531899)**Xun Wang, Bingqing Ke, Xuanping Li et al.*9 citations*
283. **[NAS-CTR ↗](https://doi.org/10.1145/3477495.3532030)**Guanghui Zhu, Feng Cheng, Defu Lian et al.*9 citations*
284. **[Posterior Probability Matters ↗](https://doi.org/10.1145/3477495.3531911)**Penghui Wei, Weimin Zhang, Ruijie Hou et al.*9 citations*
285. **[Probabilistic Permutation Graph Search ↗](https://doi.org/10.1145/3477495.3532045)**Ali Vardasbi, Fatemeh Sarvi, Maarten de Rijke*9 citations*
286. **[TARexp ↗](https://doi.org/10.1145/3477495.3531663)**Eugene Yang, David D. Lewis*9 citations*
287. **[A Meta-learning Approach to Fair Ranking ↗](https://doi.org/10.1145/3477495.3531892)**Yuan Wang, Zhiqiang Tao, Yi Fang*8 citations*
288. **[Adversarial Filtering Modeling on Long-term User Behavior Sequences for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3477495.3531788)**Xiaochen Li, Jian Liang, Xialong Liu et al.*8 citations*
289. **[Bias Mitigation for Toxicity Detection via Sequential Decisions ↗](https://doi.org/10.1145/3477495.3531945)**Lu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva et al.*8 citations*
290. **[Cross-Probe BERT for Fast Cross-Modal Search ↗](https://doi.org/10.1145/3477495.3531826)**Tan Yu, Hongliang Fei, Ping Li*8 citations*
291. **[Deep Knowledge Graph Representation Learning for Completion, Alignment, and Question Answering ↗](https://doi.org/10.1145/3477495.3532679)**Soumen Chakrabarti*8 citations*
292. **[Denoising Time Cycle Modeling for Recommendation ↗](https://doi.org/10.1145/3477495.3531785)**Sicong Xie, Qunwei Li, Weidi Xu et al.*8 citations*
293. **[ILMART: Interpretable Ranking with Constrained LambdaMART ↗](https://doi.org/10.1145/3477495.3531840)**Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando et al.*8 citations*
294. **[Identifying Argumentative Questions in Web Search Logs ↗](https://doi.org/10.1145/3477495.3531864)**Yamen Ajjour, Pavel Braslavski, Alexander Bondarenko et al.*8 citations*
295. **[Image-Text Retrieval via Contrastive Learning with Auxiliary Generative Features and Support-set Regularization ↗](https://doi.org/10.1145/3477495.3531783)**Lei Zhang, Min Yang, Chengming Li et al.*8 citations*
296. **[Learning to Rank Knowledge Subgraph Nodes for Entity Retrieval ↗](https://doi.org/10.1145/3477495.3531888)**Parastoo Jafarzadeh, Zahra Amirmahani, Faezeh Ensan*8 citations*
297. **[Lightweight Meta-Learning for Low-Resource Abstractive Summarization ↗](https://doi.org/10.1145/3477495.3531908)**Taehun Huh, Youngjoong Ko*8 citations*
298. **[MGPolicy ↗](https://doi.org/10.1145/3477495.3532021)**Xiangmeng Wang, Qian Li, Dianer Yu et al.*8 citations*
299. **[Offline Retrieval Evaluation Without Evaluation Metrics ↗](https://doi.org/10.1145/3477495.3532033)**Fernando Díaz, Andrés Ferraro*8 citations*
300. **[On Survivorship Bias in MS MARCO ↗](https://doi.org/10.1145/3477495.3531832)**Prashansa Gupta, Sean MacAvaney*8 citations*

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