---
title: "SIGIR 2021 — all accepted papers, page 3 — the most cited first"
description: "All 382 papers of SIGIR 2021 · page 3 of 4, the most cited first; those with our summary link to it."
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# SIGIR 2021: all accepted papers

382 papers · page 3 of 4 · the most cited first · [← SIGIR 2021](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2021/)

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201. **[Long-Tail Hashing ↗](https://doi.org/10.1145/3404835.3462888)**Yong Chen, Yuqing Hou, Shu Leng et al.*17 citations*
202. **[Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network ↗](https://doi.org/10.1145/3404835.3463095)**Zheng Liu, Xiaohan Li, Zeyu You et al.*17 citations*
203. **[OrgBox: Supporting Cognitive and Metacognitive Activities During Exploratory Search ↗](https://doi.org/10.1145/3404835.3462790)**Austin R. Ward, Robert Capra*17 citations*
204. **[Summarize Dates First: A Paradigm Shift in Timeline Summarization ↗](https://doi.org/10.1145/3404835.3462954)**Moreno La Quatra, Luca Cagliero, Elena Baralis et al.*17 citations*
205. **[A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction ↗](https://doi.org/10.1145/3404835.3462842)**Ze Meng, Jinnian Zhang, Yumeng Li et al.*16 citations*
206. **[A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models ↗](https://doi.org/10.1145/3404835.3463093)**Iurii Mokrii, Leonid Boytsov, Pavel Braslavski*16 citations*
207. **[An Exploration of Tester-based Evaluation of User Simulators for Comparing Interactive Retrieval Systems. ↗](https://doi.org/10.1145/3404835.3463091)**Sahiti Labhishetty, ChengXiang Zhai*16 citations*
208. **[Circumstances enhanced Criminal Court View Generation ↗](https://doi.org/10.1145/3404835.3462984)**Linan Yue, Qi Liu, Han Wu et al.*16 citations*
209. **[Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users ↗](https://doi.org/10.1145/3404835.3463033)**Sulthana Shams, Daron Anderson, Douglas J. Leith*16 citations*
210. **[Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification ↗](https://doi.org/10.1145/3404835.3462902)**Binzong Geng, Min Yang, Fajie Yuan et al.*16 citations*
211. **[OpenMatch: An Open Source Library for Neu-IR Research ↗](https://doi.org/10.1145/3404835.3462789)**Zhenghao Liu, Kaitao Zhang, Chenyan Xiong et al.*16 citations*
212. **[Reinforcement Learning for Information Retrieval ↗](https://doi.org/10.1145/3404835.3462813)**Alexander Kuhnle, Miguel Aroca-Ouellette, Anindya Basu et al.*16 citations*
213. **[Text-to-Text Multi-view Learning for Passage Re-ranking ↗](https://doi.org/10.1145/3404835.3463048)**Jia-Huei Ju, Jheng-Hong Yang, Chuan‐Ju Wang*16 citations*
214. **[YASBIL: Yet Another Search Behaviour (and) Interaction Logger ↗](https://doi.org/10.1145/3404835.3462800)**Nilavra Bhattacharya, Jacek Gwizdka A*16 citations*
215. **[AliMe Avatar: Multi-modal Content Production and Presentation for Live-streaming E-commerce ↗](https://doi.org/10.1145/3404835.3464922)**Feng-Lin Li, Zhongzhou Zhao, Qin Lu et al.*15 citations*
216. **[Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network ↗](https://doi.org/10.1145/3404835.3462873)**Zihan Wang, Hongye Song, Zhaochun Ren et al.*15 citations*
217. **[Entangled Bidirectional Encoder to Autoregressive Decoder for Sequential Recommendation ↗](https://doi.org/10.1145/3404835.3463016)**Taegwan Kang, Hwanhee Lee, Byeongjin Choe et al.*15 citations*
218. **[Entity Retrieval Using Fine-Grained Entity Aspects ↗](https://doi.org/10.1145/3404835.3463035)**Shubham Chatterjee, Laura Dietz*15 citations*
219. **[Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation ↗](https://doi.org/10.1145/3404835.3463076)**Jaekeol Choi, Euna Jung, Jangwon Suh et al.*15 citations*
220. **[Learning Domain Semantics and Cross-Domain Correlations for Paper Recommendation ↗](https://doi.org/10.1145/3404835.3462975)**Yi Xie, Yuqing Sun, Elisa Bertino*15 citations*
221. **[On the Privacy of Federated Pipelines ↗](https://doi.org/10.1145/3404835.3462996)**Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Jan Baumbach et al.*15 citations*
222. **[Package Recommendation with Intra- and Inter-Package Attention Networks ↗](https://doi.org/10.1145/3404835.3462841)**Chen Li, Yuanfu Lu, Wei Wang et al.*15 citations*
223. **[Pretrained Transformers for Text Ranking: BERT and Beyond ↗](https://doi.org/10.1145/3404835.3462812)**Andrew Yates, Rodrigo Frassetto Nogueira, Jimmy Lin*15 citations*
224. **[RLNF: Reinforcement Learning based Noise Filtering for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3404835.3463012)**Pu Zhao, Chuan Wen Luo, Cheng Zhou et al.*15 citations*
225. **[Restoring Healthy Online Discourse by Detecting and Reducing Controversy, Misinformation, and Toxicity Online ↗](https://doi.org/10.1145/3404835.3464926)**Shiri Dori-Hacohen, Keen Sung, Jengyu Chou et al.*15 citations*
226. **[Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard ↗](https://doi.org/10.1145/3404835.3463034)**Jimmy Lin, Daniel Campos, Nick Craswell et al.*15 citations*
227. **[DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization ↗](https://doi.org/10.1145/3404835.3463037)**Xueying Zhang, Yunjiang Jiang, Yue Shang et al.*14 citations*
228. **[Learning Discriminative Neural Representations for Event Detection ↗](https://doi.org/10.1145/3404835.3462977)**Jinzhi Liao, Xiang Hui Zhao, Xinyi Li et al.*14 citations*
229. **[Learning to Rank for Mathematical Formula Retrieval ↗](https://doi.org/10.1145/3404835.3462956)**Behrooz Mansouri, Richard Zanibbi, Douglas W. Oard*14 citations*
230. **[Motif-aware Sequential Recommendation ↗](https://doi.org/10.1145/3404835.3463115)**Zeyu Cui, Yinjiang Cai, Shu Wu et al.*14 citations*
231. **[Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering ↗](https://doi.org/10.1145/3404835.3463259)**Aman Jain, Mayank Kothyari, Vishwajeet Kumar et al.*14 citations*
232. **[DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization ↗](https://doi.org/10.1145/3404835.3462959)**Safa Messaoud, Ismini Lourentzou, Assma Boughoula et al.*13 citations*
233. **[Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback ↗](https://doi.org/10.1145/3404835.3463045)**Haoming Li, Feiyang Pan, Xiang Ao et al.*13 citations*
234. **[Path-based Deep Network for Candidate Item Matching in Recommenders ↗](https://doi.org/10.1145/3404835.3462878)**Houyi Li, Zhihong Chen, Chenliang Li et al.*13 citations*
235. **[An ALBERT-based Similarity Measure for Mathematical Answer Retrieval ↗](https://doi.org/10.1145/3404835.3463023)**Anja Reusch, Maik Thiele, Wolfgang Lehner*12 citations*
236. **[Conversational Entity Linking: Problem Definition and Datasets ↗](https://doi.org/10.1145/3404835.3463258)**Hideaki Joko, Faegheh Hasibi, Krisztian Balog et al.*12 citations*
237. **[DRL4IR: 2nd Workshop on Deep Reinforcement Learning for Information Retrieval ↗](https://doi.org/10.1145/3404835.3462818)**Weinan Zhang, Xiangyu Zhao, Zhao Li et al.*12 citations*
238. **[Do Affective Cues Validate Behavioural Metrics for Search? ↗](https://doi.org/10.1145/3404835.3462894)**Daniel McDuff, Paul Thomas, Nick Craswell et al.*12 citations*
239. **[Faster Index Reordering with Bipartite Graph Partitioning ↗](https://doi.org/10.1145/3404835.3462991)**Joel Mackenzie, Matthias Petri, Alistair Moffat*12 citations*
240. **[Knowledge Graph Embedding via Metagraph Learning ↗](https://doi.org/10.1145/3404835.3463072)**Chanyoung Chung, Joyce Jiyoung Whang*12 citations*
241. **[On Interpretation and Measurement of Soft Attributes for Recommendation ↗](https://doi.org/10.1145/3404835.3462893)**Krisztian Balog, Filip Radlinski, Alexandros Karatzoglou*12 citations*
242. **[Understanding and Mitigating Bias in Online Health Search ↗](https://doi.org/10.1145/3404835.3462930)**Anat Hashavit, Hongning Wang, Raz Lin et al.*12 citations*
243. **[DiffIR: Exploring Differences in Ranking Models' Behavior ↗](https://doi.org/10.1145/3404835.3462784)**Kevin Martin Jose, Thong Duy-Minh Nguyen, Sean MacAvaney et al.*11 citations*
244. **[Event Occurrence Date Estimation based on Multivariate Time Series Analysis over Temporal Document Collections ↗](https://doi.org/10.1145/3404835.3462885)**Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa*11 citations*
245. **[Glider ↗](https://doi.org/10.1145/3404835.3462905)**Yuanchun Li, Oriana Riva*11 citations*
246. **[Multi-Type Textual Reasoning for Product-Aware Answer Generation ↗](https://doi.org/10.1145/3404835.3462899)**Yue Feng, Zhaochun Ren, Weijie Zhao et al.*11 citations*
247. **[Multimodal Activation: Awakening Dialog Robots without Wake Words ↗](https://doi.org/10.1145/3404835.3462964)**Liqiang Nie, Mengzhao Jia, Xuemeng Song et al.*11 citations*
248. **[Propensity-Independent Bias Recovery in Offline Learning-to-Rank Systems ↗](https://doi.org/10.1145/3404835.3463097)**Zohreh Ovaisi, Kathryn Vasilaky, Elena Zheleva*11 citations*
249. **[Transformer Reasoning Network for Personalized Review Summarization ↗](https://doi.org/10.1145/3404835.3462854)**Hongyan Xu, Hongtao Liu, Pengfei Jiao et al.*11 citations*
250. **[WTR: A Test Collection for Web Table Retrieval ↗](https://doi.org/10.1145/3404835.3463260)**Zhiyu Chen, Shuo Zhang, Brian D. Davison*11 citations*
251. **[A Guided Learning Approach for Item Recommendation via Surrogate Loss Learning ↗](https://doi.org/10.1145/3404835.3462864)**Ahmed Rashed, Josif Grabocka, Lars Schmidt-Thieme*10 citations*
252. **[Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based Recommender Systems ↗](https://doi.org/10.1145/3404835.3463108)**Hojin Yang, Tianshu Shen, Scott Sanner*10 citations*
253. **[Conversations Powered by Cross-Lingual Knowledge ↗](https://doi.org/10.1145/3404835.3462883)**Weiwei Sun, Chuan Meng, Qi Meng et al.*10 citations*
254. **[GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval ↗](https://doi.org/10.1145/3404835.3462786)**Golsa Tahmasebzadeh, Endri Kacupaj, Eric Müller-Budack et al.*10 citations*
255. **[Hybrid Learning to Rank for Financial Event Ranking ↗](https://doi.org/10.1145/3404835.3462969)**Fuli Feng, Moxin Li, Cheng Luo et al.*10 citations*
256. **[Is Query Performance Prediction With Multiple Query Variations Harder Than Topic Performance Prediction? ↗](https://doi.org/10.1145/3404835.3463039)**Oleg Zendel, J. Shane Culpepper, Falk Scholer*10 citations*
257. **[Look Before You Leap: Confirming Edge Signs in Random Walk with Restart for Personalized Node Ranking in Signed Networks ↗](https://doi.org/10.1145/3404835.3462923)**Wonchang Lee, Yeon-Chang Lee, Dongwon Lee et al.*10 citations*
258. **[QuTI! Quantifying Text-Image Consistency in Multimodal Documents ↗](https://doi.org/10.1145/3404835.3462796)**Matthias Springstein, Eric Müller-Budack, Ralph Ewerth*10 citations*
259. **[Answer Complex Questions: Path Ranker Is All You Need ↗](https://doi.org/10.1145/3404835.3462942)**Xinyu Zhang, Ke Zhan, Enrui Hu et al.*9 citations*
260. **[Automatic Form Filling with Form-BERT ↗](https://doi.org/10.1145/3404835.3463063)**Gilad Fuchs, Haggai Roitman, Matan Mandelbrod*9 citations*
261. **[Distant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer Service ↗](https://doi.org/10.1145/3404835.3463046)**Bing Ma, Cao Liu, Jingyu Wang et al.*9 citations*
262. **[Dual-View Distilled BERT for Sentence Embedding ↗](https://doi.org/10.1145/3404835.3463057)**Xingyi Cheng*9 citations*
263. **[PreSizE: Predicting Size in E-Commerce using Transformers ↗](https://doi.org/10.1145/3404835.3462844)**Yotam Eshel, Or Levi, Haggai Roitman et al.*9 citations*
264. **[Stopping Criteria for Technology Assisted Reviews based on Counting Processes ↗](https://doi.org/10.1145/3404835.3463013)**Alison Sneyd, Mark Stevenson*9 citations*
265. **[The Information Retrieval Anthology ↗](https://doi.org/10.1145/3404835.3462798)**Martin Potthast, Sebastian Günther, Janek Bevendorff et al.*9 citations*
266. **[Big Brother: A Drop-In Website Interaction Logging Service ↗](https://doi.org/10.1145/3404835.3462781)**Harrisen Scells, Jimmy Jimmy, Guido Zuccon*8 citations*
267. **[Booking.com Multi-Destination Trips Dataset ↗](https://doi.org/10.1145/3404835.3463240)**Dmitri Goldenberg, Pavel Levin*8 citations*
268. **[De-Biased Modeling of Search Click Behavior with Reinforcement Learning ↗](https://doi.org/10.1145/3404835.3463228)**Jianghong Zhou, Sayyed M. Zahiri, Simon Hughes et al.*8 citations*
269. **[Hierarchical Dependence-aware Evaluation Measures for Conversational Search ↗](https://doi.org/10.1145/3404835.3463090)**Guglielmo Faggioli, Marco Ferrante, Nicola Ferro et al.*8 citations*
270. **[Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence ↗](https://doi.org/10.1145/3404835.3463049)**Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani et al.*8 citations*
271. **[Learning to Select Instance: Simultaneous Transfer Learning and Clustering ↗](https://doi.org/10.1145/3404835.3462992)**Zhaoxin Huan, Yulong Wang, Yong He et al.*8 citations*
272. **[REGIS: A Test Collection for Geoscientific Documents in Portuguese ↗](https://doi.org/10.1145/3404835.3463256)**Lucas Lima de Oliveira, Regis Kruel Romeu, Viviane P. Moreira*8 citations*
273. **[Structured Fine-Tuning of Contextual Embeddings for Effective Biomedical Retrieval ↗](https://doi.org/10.1145/3404835.3463075)**Alberto Ueda, Rodrygo L. T. Santos, Craig Macdonald et al.*8 citations*
274. **[Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach ↗](https://doi.org/10.1145/3404835.3463080)**Rajdeep Mukherjee, Atharva Naik, Sriyash Poddar et al.*8 citations*
275. **[Advancements in the Music Information Retrieval Framework AMUSE over the Last Decade ↗](https://doi.org/10.1145/3404835.3463252)**Igor Vatolkin, Philipp Ginsel, Günter Rudolph*7 citations*
276. **[Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-Overs ↗](https://doi.org/10.1145/3404835.3462993)**Tingtian Li, Zixun Sun, Haoruo Zhang et al.*7 citations*
277. **[FedNLP: An Interpretable NLP System to Decode Federal Reserve Communications ↗](https://doi.org/10.1145/3404835.3462785)**Jean Lee, Hoyoul Luis Youn, Nicholas Stevens et al.*7 citations*
278. **[Hyperbolic Online Time Stream Modeling ↗](https://doi.org/10.1145/3404835.3463119)**Ramit Sawhney, Shivam Agarwal, Megh Thakkar et al.*7 citations*
279. **[Improving Response Quality with Backward Reasoning in Open-domain Dialogue Systems ↗](https://doi.org/10.1145/3404835.3463004)**Ziming Li, Julia Kiseleva, Maarten de Rijke*7 citations*
280. **[Interactive Information Retrieval with Bandit Feedback ↗](https://doi.org/10.1145/3404835.3462810)**Huazheng Wang, Yiling Jia, Hongning Wang*7 citations*
281. **[POINTREC: A Test Collection for Narrative-driven Point of Interest Recommendation ↗](https://doi.org/10.1145/3404835.3463243)**Jafar Afzali, Aleksander Mark Drzewiecki, Krisztian Balog*7 citations*
282. **[Propensity-scored Probabilistic Label Trees ↗](https://doi.org/10.1145/3404835.3463084)**Marek Wydmuch, Kalina Jasinska-Kobus, Rohit Babbar et al.*7 citations*
283. **[Science2Cure: A Clinical Trial Search Prototype ↗](https://doi.org/10.1145/3404835.3462797)**Maciej Rybinski, Sarvnaz Karimi, Aleney Khoo*7 citations*
284. **[Standing in Your Shoes: External Assessments for Personalized Recommender Systems ↗](https://doi.org/10.1145/3404835.3462916)**Hongyu Lu, Weizhi Ma, Min Zhang et al.*7 citations*
285. **[Cheap and Good? Simple and Effective Data Augmentation for Low Resource Machine Reading ↗](https://doi.org/10.1145/3404835.3463099)**Hoang Van, Vikas Yadav, Mihai Surdeanu*6 citations*
286. **[Composite Code Sparse Autoencoders for First Stage Retrieval ↗](https://doi.org/10.1145/3404835.3463066)**Carlos Lassance, Thibault Formal, Stéphane Clinchant*6 citations*
287. **[How Powerful are Interest Diffusion on Purchasing Prediction ↗](https://doi.org/10.1145/3404835.3462898)**Xuanwen Huang, Yang Yang, Ziqiang Cheng et al.*6 citations*
288. **[How do Online Learning to Rank Methods Adapt to Changes of Intent? ↗](https://doi.org/10.1145/3404835.3462937)**Shengyao Zhuang, Guido Zuccon*6 citations*
289. **[IR for Children 2000-2020: Where Are We Now? ↗](https://doi.org/10.1145/3404835.3462822)**Theo W. C. Huibers, Monica Landoni, Emiliana Murgia et al.*6 citations*
290. **[Info-flow Enhanced GANs for Recommender ↗](https://doi.org/10.1145/3404835.3463009)**Yuan Lin, Zhang Xie, Bo Xu et al.*6 citations*
291. **[Learning Early Exit Strategies for Additive Ranking Ensembles ↗](https://doi.org/10.1145/3404835.3463088)**Francesco Busolin, Claudio Lucchese, Franco Maria Nardini et al.*6 citations*
292. **[Morphologically Annotated Amharic Text Corpora ↗](https://doi.org/10.1145/3404835.3463237)**Tilahun Yeshambel, Josiane Mothe, Yaregal Assabie*6 citations*
293. **[New Insights into Metric Optimization for Ranking-based Recommendation ↗](https://doi.org/10.1145/3404835.3462973)**Zhe Li, Julián Urbano, Alan Hanjalić*6 citations*
294. **[News2PubMed: A Browser Extension for Linking Health News to Medical Literature ↗](https://doi.org/10.1145/3404835.3462788)**Jun Wang, Bei Yu*6 citations*
295. **[PYA0: A Python Toolkit for Accessible Math-Aware Search ↗](https://doi.org/10.1145/3404835.3462794)**Wei Zhong, Jimmy Lin*6 citations*
296. **[Podcast Metadata and Content: Episode Relevance and Attractiveness in Ad Hoc Search ↗](https://doi.org/10.1145/3404835.3463101)**Ben Carterette, Rosie Jones, Gareth F. Jones et al.*6 citations*
297. **[Regularized Dual-PPMI Co-clustering for Text Data ↗](https://doi.org/10.1145/3404835.3463065)**Séverine Affeldt, Lazhar Labiod, Mohamed Nadif*6 citations*
298. **[Unsupervised Ensemble Learning with Noisy Label Correction ↗](https://doi.org/10.1145/3404835.3463081)**Xupeng Zou, Zhongnan Zhang, Zhen He et al.*6 citations*
299. **[When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution ↗](https://doi.org/10.1145/3404835.3462852)**Chuanhao Li, Qingyun Wu, Hongning Wang*6 citations*
300. **[2nd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2021) ↗](https://doi.org/10.1145/3404835.3462816)**Ralf Krestel, Hidir Aras, Linda Andersson et al.*5 citations*

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