sigir2021.md

SIGIR2021 Paper List

论文	作者	摘要	翻译	代码	引用数
Self-supervised Graph Learning for Recommendation	Jiancan Wu, Xiang Wang, Fuli Feng, Xiangnan He, Liang Chen, Jianxun Lian, Xing Xie			code	162
Sequential Recommendation with Graph Neural Networks	Jianxin Chang, Chen Gao, Yu Zheng, Yiqun Hui, Yanan Niu, Yang Song, Depeng Jin, Yong Li			code	66
Causal Intervention for Leveraging Popularity Bias in Recommendation	Yang Zhang, Fuli Feng, Xiangnan He, Tianxin Wei, Chonggang Song, Guohui Ling, Yongdong Zhang			code	65
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue	Wenjie Wang, Fuli Feng, Xiangnan He, Hanwang Zhang, TatSeng Chua			code	53
Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations	Jimmy Lin, Xueguang Ma, ShengChieh Lin, JhengHong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira			code	44
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling	Sebastian Hofstätter, ShengChieh Lin, JhengHong Yang, Jimmy Lin, Allan Hanbury			code	44
Deconfounded Video Moment Retrieval with Causal Intervention	Xun Yang, Fuli Feng, Wei Ji, Meng Wang, TatSeng Chua			code	42
AutoDebias: Learning to Debias for Recommendation	Jiawei Chen, Hande Dong, Yang Qiu, Xiangnan He, Xin Xin, Liang Chen, Guli Lin, Keping Yang			code	38
The World is Binary: Contrastive Learning for Denoising Next Basket Recommendation	Yuqi Qin, Pengfei Wang, Chenliang Li			code	37
CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation	Shengyu Zhang, Dong Yao, Zhou Zhao, TatSeng Chua, Fei Wu			code	35
Optimizing Dense Retrieval Model Training with Hard Negatives	Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma			code	35
User Preference-aware Fake News Detection	Yingtong Dou, Kai Shu, Congying Xia, Philip S. Yu, Lichao Sun			code	35
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking	Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant			code	34
Graph Meta Network for Multi-Behavior Recommendation	Lianghao Xia, Yong Xu, Chao Huang, Peng Dai, Liefeng Bo			code	31
Counterfactual Data-Augmented Sequential Recommendation	Zhenlei Wang, Jingsen Zhang, Hongteng Xu, Xu Chen, Yongfeng Zhang, Wayne Xin Zhao, JiRong Wen			code	30
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning	Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang, Xueqi Cheng			code	29
ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation	Liangwei Yang, Zhiwei Liu, Yingtong Dou, Jing Ma, Philip S. Yu			code	28
Dynamic Modality Interaction Modeling for Image-Text Retrieval	Leigang Qu, Meng Liu, Jianlong Wu, Zan Gao, Liqiang Nie			code	26
Learning Passage Impacts for Inverted Indexes	Antonio Mallia, Omar Khattab, Torsten Suel, Nicola Tonellotto			code	24
Simplified Data Wrangling with ir_datasets	Sean MacAvaney, Andrew Yates, Sergey Feldman, Doug Downey, Arman Cohan, Nazli Goharian			code	24
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer	Zhiwei Liu, Ziwei Fan, Yu Wang, Philip S. Yu			code	23
Decoupling Representation Learning and Classification for GNN-based Anomaly Detection	Yanling Wang, Jing Zhang, Shasha Guo, Hongzhi Yin, Cuiping Li, Hong Chen			code	23
Category-aware Collaborative Sequential Recommendation	Renqin Cai, Jibang Wu, Aidan San, Chong Wang, Hongning Wang			code	22
Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation	Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia			code	22
Hierarchical Multi-modal Contextual Attention Network for Fake News Detection	Shengsheng Qian, Jinguang Wang, Jun Hu, Quan Fang, Changsheng Xu			code	22
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations	Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang			code	21
Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users	Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang, Ruobing Xie, Dongbo Xi, Xu Zhang, Leyu Lin, Qing He			code	20
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method	Fuli Feng, Weiran Huang, Xiangnan He, Xin Xin, Qifan Wang, TatSeng Chua			code	20
Heterogeneous Attention Network for Effective and Efficient Cross-modal Retrieval	Tan Yu, Yi Yang, Yi Li, Lin Liu, Hongliang Fei, Ping Li			code	19
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning	Krishna Srinivasan, Karthik Raman, Jiecao Chen, Michael Bendersky, Marc Najork			code	19
Personalized News Recommendation with Knowledge-aware Interactive Matching	Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang			code	18
Sequential Recommendation for Cold-start Users with Meta Transitional Learning	Jianling Wang, Kaize Ding, James Caverlee			code	18
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation of BERT Rankers	Navid Rekabsaz, Simone Kopeinik, Markus Schedl			code	18
Dual Attention Transfer in Session-based Recommendation with Multi-dimensional Integration	Chen Chen, Jie Guo, Bin Song			code	18
Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization	Yonghui Yang, Le Wu, Richang Hong, Kun Zhang, Meng Wang			code	18
Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks	Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, Kaikai Ge, Ying Sun, Xu Zhang, Leyu Lin, Juan Cao			code	17
GemNN: Gating-enhanced Multi-task Neural Networks with Feature Interaction Learning for CTR Prediction	Hongliang Fei, Jingyuan Zhang, Xingxuan Zhou, Junhao Zhao, Xinyang Qi, Ping Li			code	17
Towards Personalized Fairness based on Causal Notion	Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge, Yongfeng Zhang			code	17
Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation	Xinyan Fan, Zheng Liu, Jianxun Lian, Wayne Xin Zhao, Xing Xie, JiRong Wen			code	16
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers	Yao Wu, Jian Cao, Guandong Xu, Yudong Tan			code	16
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning	Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam			code	15
Bootstrapping User and Item Representations for One-Class Collaborative Filtering	Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu			code	15
Temporal Augmented Graph Neural Networks for Session-Based Recommendations	Huachi Zhou, Qiaoyu Tan, Xiao Huang, Kaixiong Zhou, Xiaoling Wang			code	15
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness	Harrie Oosterhuis			code	14
TILDE: Term Independent Likelihood moDEl for Passage Re-ranking	Shengyao Zhuang, Guido Zuccon			code	14
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime	Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin			code	14
Social Recommendation with Implicit Social Influence	Changhao Song, Bo Wang, Qinxue Jiang, Yehua Zhang, Ruifang He, Yuexian Hou			code	14
One Person, One Model, One World: Learning Continual User Representation without Forgetting	Fajie Yuan, Guoxiao Zhang, Alexandros Karatzoglou, Joemon M. Jose, Beibei Kong, Yudong Li			code	14
Few-Shot Conversational Dense Retrieval	Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu			code	13
A Graph-Enhanced Click Model for Web Search	Jianghao Lin, Weiwen Liu, Xinyi Dai, Weinan Zhang, Shuai Li, Ruiming Tang, Xiuqiang He, Jianye Hao, Yong Yu			code	13
TripClick: The Log Files of a Large Health Web Search Engine	Navid Rekabsaz, Oleg Lesota, Markus Schedl, Jon Brassey, Carsten Eickhoff			code	13
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking	Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani, Nick Craswell, Allan Hanbury			code	13
Structured Graph Convolutional Networks with Stochastic Masks for Recommender Systems	Huiyuan Chen, Lan Wang, Yusan Lin, ChinChia Michael Yeh, Fei Wang, Hao Yang			code	13
Video Corpus Moment Retrieval with Contrastive Learning	Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh			code	13
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval	Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Yingyan Li, Xueqi Cheng			code	13
Comprehensive Linguistic-Visual Composition Network for Image Retrieval	Haokun Wen, Xuemeng Song, Xin Yang, Yibing Zhan, Liqiang Nie			code	13
Towards Multi-Modal Conversational Information Seeking	Yashar Deldjoo, Johanne R. Trippas, Hamed Zamani			code	13
Tracing Knowledge State with Individual Cognition and Acquisition Estimation	Ting Long, Yunfei Liu, Jian Shen, Weinan Zhang, Yong Yu			code	13
Learning to Ask Appropriate Questions in Conversational Recommendation	Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng			code	12
Hierarchical Cross-Modal Graph Consistency Learning for Video-Text Retrieval	Weike Jin, Zhou Zhao, Pengcheng Zhang, Jieming Zhu, Xiuqiang He, Yueting Zhuang			code	12
DepressionNet: Learning Multi-modalities with User Post Summarization for Depression Detection on Social Media	Hamad Zogan, Imran Razzak, Shoaib Jameel, Guandong Xu			code	12
RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems	Weibo Gao, Qi Liu, Zhenya Huang, Yu Yin, Haoyang Bi, MuChun Wang, Jianhui Ma, Shijin Wang, Yu Su			code	12
Rumor Detection on Social Media with Event Augmentations	Zhenyu He, Ce Li, Fan Zhou, Yi Yang			code	12
Group based Personalized Search by Integrating Search Behaviour and Friend Network	Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, JiRong Wen			code	11
Policy-Gradient Training of Fair and Unbiased Ranking Functions	Himank Yadav, Zhengxiao Du, Thorsten Joachims			code	11
Tutorial on Fairness of Machine Learning in Recommender Systems	Yunqi Li, Yingqiang Ge, Yongfeng Zhang			code	11
A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images	Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra			code	11
Empowering News Recommendation with Pre-trained Language Models	Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang			code	11
Graph Pooling via Coarsened Graph Infomax	Yunsheng Pang, Yunxiang Zhao, Dongsheng Li			code	11
TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime	Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Ellen M. Voorhees, Ian Soboroff			code	11
This Is Not What We Ordered: Exploring Why Biased Search Result Rankings Affect User Attitudes on Debated Topics	Tim Draws, Nava Tintarev, Ujwal Gadiraju, Alessandro Bozzon, Benjamin Timmermans			code	10
Neural Graph Matching based Collaborative Filtering	Yixin Su, Rui Zhang, Sarah M. Erfani, Junhao Gan			code	10
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation	Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang			code	10
Counterfactual Reward Modification for Streaming Recommendation with Delayed Feedback	Xiao Zhang, Haonan Jia, Hanjing Su, Wenhan Wang, Jun Xu, JiRong Wen			code	10
Variational Autoencoders for Top-K Recommendation with Implicit Feedback	Bahare Askari, Jaroslaw Szlichta, Amirali SalehiAbari			code	10
Unsupervised Proxy Selection for Session-based Recommender Systems	Junsu Cho, SeongKu Kang, Dongmin Hyun, Hwanjo Yu			code	10
GilBERT: Generative Vision-Language Pre-Training for Image-Text Retrieval	Weixiang Hong, Kaixiang Ji, Jiajia Liu, Jian Wang, Jingdong Chen, Wei Chu			code	10
MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning	Ke Ding, Xin Dong, Yong He, Lei Cheng, Chilin Fu, Zhaoxin Huan, Hai Li, Tan Yan, Liang Zhang, Xiaolu Zhang, Linjian Mo			code	10
Semi-Supervised Variational Reasoning for Medical Dialogue Generation	Dongdong Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Miao Fan, Jun Ma, Maarten de Rijke			code	10
Meta-Inductive Node Classification across Graphs	Zhihao Wen, Yuan Fang, Zemin Liu			code	10
How Deep is your Learning: the DL-HARD Annotated Deep Learning Dataset	Iain Mackie, Jeffrey Dalton, Andrew Yates			code	10
Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction	Wentao Ouyang, Xiuwu Zhang, Shukui Ren, Li Li, Kun Zhang, Jinmei Luo, Zhaojie Liu, Yanlong Du			code	9
Comparison-based Conversational Recommender System with Relative Bandit Feedback	Zhihui Xie, Tong Yu, Canzhe Zhao, Shuai Li			code	9
On the Orthogonality of Bias and Utility in Ad hoc Retrieval	Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi, Morteza Zihayat, Ebrahim Bagheri			code	9
Joint Knowledge Pruning and Recurrent Graph Convolution for News Recommendation	Yu Tian, Yuhao Yang, Xudong Ren, Pengfei Wang, Fangzhao Wu, Qian Wang, Chenliang Li			code	9
Initiative-Aware Self-Supervised Learning for Knowledge-Grounded Conversations	Chuan Meng, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tengxiao Xi, Maarten de Rijke			code	9
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion	Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si			code	9
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation	Lei Chen, Le Wu, Kun Zhang, Richang Hong, Meng Wang			code	8
Deep User Match Network for Click-Through Rate Prediction	Zai Huang, Mingyuan Tao, Bufeng Zhang			code	8
AMM: Attentive Multi-field Matching for News Recommendation	Qi Zhang, Qinglin Jia, Chuyuan Wang, Jingjie Li, Zhaowei Wang, Xiuqiang He			code	8
Fairness among New Items in Cold Start Recommender Systems	Ziwei Zhu, Jingu Kim, Trung Nguyen, Aish Fenton, James Caverlee			code	8
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles	Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, JiRong Wen			code	8
Pchatbot: A Large-Scale Dataset for Personalized Chatbot	Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, JiRong Wen			code	8
Entity Retrieval Using Fine-Grained Entity Aspects	Shubham Chatterjee, Laura Dietz			code	8
The Winner Takes it All: Geographic Imbalance and Provider (Un)fairness in Educational Recommender Systems	Elizabeth Gómez, Carlos Shui Zhang, Ludovico Boratto, Maria Salamó, Mirko Marras			code	8
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models	Iurii Mokrii, Leonid Boytsov, Pavel Braslavski			code	8
GraphPAS: Parallel Architecture Search for Graph Neural Networks	Jiamin Chen, Jianliang Gao, Yibo Chen, Moctard Babatounde Oloulade, Tengfei Lyu, Zhao Li			code	8
NeurJudge: A Circumstance-aware Neural Framework for Legal Judgment Prediction	Linan Yue, Qi Liu, Binbin Jin, Han Wu, Kai Zhang, Yanqing An, Mingyue Cheng, Biao Yin, Dayong Wu			code	8
Current Challenges and Future Directions in Podcast Information Access	Rosie Jones, Hamed Zamani, Markus Schedl, ChingWei Chen, Sravana Reddy, Ann Clifton, Jussi Karlgren, Helia Hashemi, Aasish Pappu, Zahra Nazari, Longqi Yang, Oguz Semerci, Hugues Bouchard, Ben Carterette			code	8
A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers	Ahmed Hamdi, Elvys Linhares Pontes, Emanuela Boros, Thi Tuyet Hai Nguyen, Günter Hackl, José G. Moreno, Antoine Doucet			code	8
CopyCat: Near-Duplicates Within and Between the ClueWeb and the Common Crawl	Maik Fröbe, Janek Bevendorff, Lukas Gienapp, Michael Völske, Benno Stein, Martin Potthast, Matthias Hagen			code	8
Enhanced Doubly Robust Learning for Debiasing Post-Click Conversion Rate Estimation	Siyuan Guo, Lixin Zou, Yiding Liu, Wenwen Ye, Suqi Cheng, Shuaiqiang Wang, Hechang Chen, Dawei Yin, Yi Chang			code	7
Learning a Fine-Grained Review-based Transformer Model for Personalized Product Search	Keping Bi, Qingyao Ai, W. Bruce Croft			code	7
Conversational Fashion Image Retrieval via Multiturn Natural Language Feedback	Yifei Yuan, Wai Lam			code	7
StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking	Jiachun Wang, Fajie Yuan, Jian Chen, Qingyao Wu, Min Yang, Yang Sun, Guoxiao Zhang			code	7
Wizard of Search Engine: Access to Information Through Conversations with Search Engines	Pengjie Ren, Zhongkun Liu, Xiaomeng Song, Hongtao Tian, Zhumin Chen, Zhaochun Ren, Maarten de Rijke			code	7
ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table	Huifeng Guo, Wei Guo, Yong Gao, Ruiming Tang, Xiuqiang He, Wenzhi Liu			code	7
Learning Robust Dense Retrieval Models from Incomplete Relevance Labels	Prafull Prakash, Julian Killingback, Hamed Zamani			code	7
Enhancing Domain-Level and User-Level Adaptivity in Diversified Recommendation	Yile Liang, Tieyun Qian, Qing Li, Hongzhi Yin			code	7
Investigating User Behavior in Legal Case Retrieval	Yunqiu Shao, Yueyue Wu, Yiqun Liu, Jiaxin Mao, Min Zhang, Shaoping Ma			code	7
DEKR: Description Enhanced Knowledge Graph for Machine Learning Method Recommendation	Xianshuai Cao, Yuliang Shi, Han Yu, Jihu Wang, Xinjun Wang, Zhongmin Yan, Zhiyong Chen			code	7
Answering Any-hop Open-domain Questions with Iterative Document Reranking	Yuyu Zhang, Ping Nie, Arun Ramamurthy, Le Song			code	7
Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement	Mingyue Cheng, Fajie Yuan, Qi Liu, Shenyang Ge, Zhi Li, Runlong Yu, Defu Lian, Senchao Yuan, Enhong Chen			code	7
Modeling Intent Graph for Search Result Diversification	Zhan Su, Zhicheng Dou, Yutao Zhu, Xubo Qin, JiRong Wen			code	7
Supporting Metacognition during Exploratory Search with the OrgBox	Anita Crescenzi, Austin R. Ward, Yuan Li, Rob Capra			code	7
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs	Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum			code	7
On Interpretation and Measurement of Soft Attributes for Recommendation	Krisztian Balog, Filip Radlinski, Alexandros Karatzoglou			code	7
PAN: Prototype-based Adaptive Network for Robust Cross-modal Retrieval	Zhixiong Zeng, Shuai Wang, Nan Xu, Wenji Mao			code	7
RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT	Qinglin Jia, Jingjie Li, Qi Zhang, Xiuqiang He, Jieming Zhu			code	7
Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search	Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin			code	7
Generalized Zero-shot Intent Detection via Commonsense Knowledge	A. B. Siddique, Fuad T. Jamour, Luxun Xu, Vagelis Hristidis			code	7
Towards an Online Empathetic Chatbot with Emotion Causes	Yanran Li, Ke Li, Hongke Ning, Xiaoqiang Xia, Yalong Guo, Chen Wei, Jianwei Cui, Bin Wang			code	7
WGCN: Graph Convolutional Networks with Weighted Structural Features	Yunxiang Zhao, Jianzhong Qi, Qingwei Liu, Rui Zhang			code	7
Legal Judgment Prediction via Relational Learning	Qian Dong, Shuzi Niu			code	7
Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification	Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu			code	7
SDG: A Simplified and Dynamic Graph Neural Network	Dongqi Fu, Jingrui He			code	7
Conversational vs Traditional: Comparing Search Behavior and Outcome in Legal Case Retrieval	Bulou Liu, Yueyue Wu, Yiqun Liu, Fan Zhang, Yunqiu Shao, Chenliang Li, Min Zhang, Shaoping Ma			code	6
Cross-Batch Negative Sampling for Training Two-Tower Recommenders	Jinpeng Wang, Jieming Zhu, Xiuqiang He			code	6
MMConv: An Environment for Multimodal Conversational Search across Multiple Domains	Lizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, TatSeng Chua			code	6
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index	Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, WenYun Yang			code	6
Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction	Hong Wen, Jing Zhang, Fuyu Lv, Wentian Bao, Tianyi Wang, Zulong Chen			code	6
FedCT: Federated Collaborative Transfer for Recommendation	Shuchang Liu, Shuyuan Xu, Wenhui Yu, Zuohui Fu, Yongfeng Zhang, Amélie Marian			code	6
KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval	Minghan Li, Éric Gaussier			code	6
EXTRA: Explanation Ranking Datasets for Explainable Recommendation	Lei Li, Yongfeng Zhang, Li Chen			code	6
FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation	Xuehan Sun, Tianyao Shi, Xiaofeng Gao, Yanrong Kang, Guihai Chen			code	6
Mitigating Sentiment Bias for Recommender Systems	Chen Lin, Xinyi Liu, Guipeng Xv, Hui Li			code	6
Addressing Bias and Fairness in Search Systems	Ruoyuan Gao, Chirag Shah			code	6
UGRec: Modeling Directed and Undirected Relations for Recommendation	Xinxiao Zhao, Zhiyong Cheng, Lei Zhu, Jiecai Zheng, Xueqing Li			code	6
Hybrid Learning to Rank for Financial Event Ranking	Fuli Feng, Moxin Li, Cheng Luo, Ritchie Ng, TatSeng Chua			code	6
When Fair Ranking Meets Uncertain Inference	Avijit Ghosh, Ritam Dutt, Christo Wilson			code	6
Improving Video Retrieval by Adaptive Margin	Feng He, Qi Wang, Zhifan Feng, Wenbin Jiang, Yajuan Lü, Yong Zhu, Xiao Tan			code	6
Counterfactual Explanations for Neural Recommenders	Khanh Hiep Tran, Azin Ghazimatin, Rishiraj Saha Roy			code	6
LeCaRD: A Legal Case Retrieval Dataset for Chinese Law System	Yixiao Ma, Yunqiu Shao, Yueyue Wu, Yiqun Liu, Ruizhe Zhang, Min Zhang, Shaoping Ma			code	6
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction	Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher			code	6
xLightFM: Extremely Memory-Efficient Factorization Machine	Gangwei Jiang, Hao Wang, Jin Chen, Haoyu Wang, Defu Lian, Enhong Chen			code	6
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution	Qiuhao Lu, Thien Huu Nguyen, Dejing Dou			code	6
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion	Zhiyi Jiang, Jianliang Gao, Xinqi Lv			code	6
AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search	Chaozhuo Li, Bochen Pang, Yuming Liu, Hao Sun, Zheng Liu, Xing Xie, Tianqi Yang, Yanling Cui, Liangjie Zhang, Qi Zhang			code	5
Entangled Bidirectional Encoder to Autoregressive Decoder for Sequential Recommendation	Taegwan Kang, Hwanhee Lee, Byeongjin Choe, Kyomin Jung			code	5
Learning to Rank for Mathematical Formula Retrieval	Behrooz Mansouri, Richard Zanibbi, Douglas W. Oard			code	5
RLNF: Reinforcement Learning based Noise Filtering for Click-Through Rate Prediction	Pu Zhao, Chuan Luo, Cheng Zhou, Bo Qiao, Jiale He, Liangjie Zhang, Qingwei Lin			code	5
ReadsRE: Retrieval-Augmented Distantly Supervised Relation Extraction	Yue Zhang, Hongliang Fei, Ping Li			code	5
Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users	Sulthana Shams, Daron Anderson, Douglas J. Leith			code	5
Understanding and Mitigating Bias in Online Health Search	Anat Hashavit, Hongning Wang, Raz Lin, Tamar Stern, Sarit Kraus			code	5
Binary Neural Network Hashing for Image Retrieval	Wanqian Zhang, Dayan Wu, Yu Zhou, Bo Li, Weiping Wang, Dan Meng			code	5
Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training	Chenwang Wu, Defu Lian, Yong Ge, Zhihao Zhu, Enhong Chen, Senchao Yuan			code	5
Retrieving Complex Tables with Multi-Granular Graph Representation Learning	Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro A. Szekely			code	5
Deep Position-wise Interaction Network for CTR Prediction	Jianqiang Huang, Ke Hu, Qingtao Tang, Mingjian Chen, Yi Qi, Jia Cheng, Jun Lei			code	5
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals	Yutao Zhu, JianYun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou			code	5
Conversational Entity Linking: Problem Definition and Datasets	Hideaki Joko, Faegheh Hasibi, Krisztian Balog, Arjen P. de Vries			code	5
Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction	Fan Zhou, Liu Yu, Xovee Xu, Goce Trajcevski			code	5
Clustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models	Wentao Fan, Zhiyan Guo, Nizar Bouguila, Wenjuan Hou			code	5
Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems	Weiwei Sun, Shuo Zhang, Krisztian Balog, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de Rijke			code	5
Summarize Dates First: A Paradigm Shift in Timeline Summarization	Moreno La Quatra, Luca Cagliero, Elena Baralis, Alberto Messina, Maurizio Montagnuolo			code	5
Learning Discriminative Neural Representations for Event Detection	Jinzhi Liao, Xiang Zhao, Xinyi Li, Lingling Zhang, Jiuyang Tang			code	5
PTHash: Revisiting FCH Minimal Perfect Hashing	Giulio Ermanno Pibiri, Roberto Trani			code	5
Affective Dependency Graph for Sarcasm Detection	Chenwei Lou, Bin Liang, Lin Gui, Yulan He, Yixue Dang, Ruifeng Xu			code	5
Automated Graph Learning via Population Based Self-Tuning GCN	Ronghang Zhu, Zhiqiang Tao, Yaliang Li, Sheng Li			code	5
Targeted Attack and Defense for Deep Hashing	Xunguang Wang, Zheng Zhang, Guangming Lu, Yong Xu			code	5
An Image is Worth a Thousand Terms? Analysis of Visual E-Commerce Search	Arnon Dagan, Ido Guy, Slava Novgorodov			code	4
Look Before You Leap: Confirming Edge Signs in Random Walk with Restart for Personalized Node Ranking in Signed Networks	Wonchang Lee, YeonChang Lee, Dongwon Lee, SangWook Kim			code	4
Adapting Interactional Observation Embedding for Counterfactual Learning to Rank	Mouxiang Chen, Chenghao Liu, Jianling Sun, Steven C. H. Hoi			code	4
Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models	Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff			code	4
DAIR: A Query-Efficient Decision-based Attack on Image Retrieval Systems	Mingyang Chen, Junda Lu, Yi Wang, Jianbin Qin, Wei Wang			code	4
A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction	Ze Meng, Jinnian Zhang, Yumeng Li, Jiancheng Li, Tanchao Zhu, Lifeng Sun			code	4
Motif-aware Sequential Recommendation	Zeyu Cui, Yinjiang Cai, Shu Wu, Xibo Ma, Liang Wang			code	4
How do Online Learning to Rank Methods Adapt to Changes of Intent?	Shengyao Zhuang, Guido Zuccon			code	4
Is Query Performance Prediction With Multiple Query Variations Harder Than Topic Performance Prediction?	Oleg Zendel, J. Shane Culpepper, Falk Scholer			code	4
DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization	Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long			code	4
OrgBox: Supporting Cognitive and Metacognitive Activities During Exploratory Search	Austin R. Ward, Robert Capra			code	4
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion	Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung			code	4
Conversations Powered by Cross-Lingual Knowledge	Weiwei Sun, Chuan Meng, Qi Meng, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de Rijke			code	4
Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach	Xu Ma, Pengjie Wang, Hui Zhao, Shaoguo Liu, Chuhan Zhao, Wei Lin, KuangChih Lee, Jian Xu, Bo Zheng			code	4
Advancements in the Music Information Retrieval Framework AMUSE over the Last Decade	Igor Vatolkin, Philipp Ginsel, Günter Rudolph			code	4
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering	Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti			code	4
Towards Trustworthiness in the Context of Explainable Search	Sayantan Polley, Rashmi Raju Koparde, Akshaya Bindu Gowri, Maneendra Perera, Andreas Nürnberger			code	4
YASBIL: Yet Another Search Behaviour (and) Interaction Logger	Nilavra Bhattacharya, Jacek Gwizdka			code	4
Event Occurrence Date Estimation based on Multivariate Time Series Analysis over Temporal Document Collections	Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa			code	4
Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage	Xiaolin Chen, Xuemeng Song, Guozhen Peng, Shanshan Feng, Liqiang Nie			code	4
Multi-Type Textual Reasoning for Product-Aware Answer Generation	Yue Feng, Zhaochun Ren, Weijie Zhao, Mingming Sun, Ping Li			code	4
DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph	Hoang Van Nguyen, Francesco Gelli, Soujanya Poria			code	4
Improving Response Quality with Backward Reasoning in Open-domain Dialogue Systems	Ziming Li, Julia Kiseleva, Maarten de Rijke			code	4
Knowledge-based Review Generation by Coherence Enhanced Text Planning	Junyi Li, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, JiRong Wen			code	4
Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting	Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang			code	4
Glider: A Reinforcement Learning Approach to Extract UI Scripts from Websites	Yuanchun Li, Oriana Riva			code	4
Does BERT Pay Attention to Cyberbullying?	Fatma Elsafoury, Stamos Katsigiannis, Steven R. Wilson, Naeem Ramzan			code	4
Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network	Zheng Liu, Xiaohan Li, Zeyu You, Tao Yang, Wei Fan, Philip S. Yu			code	4
On the Privacy of Federated Pipelines	Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Jan Baumbach, David B. Blumenthal			code	4
Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences	Meng Liu, Yong Liu			code	4
Unsupervised Extractive Text Summarization with Distance-Augmented Sentence Graphs	Jingzhou Liu, Dominic J. D. Hughes, Yiming Yang			code	4
QuTI! Quantifying Text-Image Consistency in Multimodal Documents	Matthias Springstein, Eric MüllerBudack, Ralph Ewerth			code	4
ICAI-SR: Item Categorical Attribute Integrated Sequential Recommendation	Xu Yuan, Dongsheng Duan, Lingling Tong, Lei Shi, Cheng Zhang			code	3
Structured Fine-Tuning of Contextual Embeddings for Effective Biomedical Retrieval	Alberto Ueda, Rodrygo L. T. Santos, Craig Macdonald, Iadh Ounis			code	3
From Producer Success to Retention: A New Role of Search and Recommendation Systems on Marketplaces	Viet HaThuc, Matthew Wood, Yunli Liu, Jagadeesan Sundaresan			code	3
An Exploration of Tester-based Evaluation of User Simulators for Comparing Interactive Retrieval Systems	Sahiti Labhishetty, Chengxiang Zhai			code	3
Dual Unbiased Recommender Learning for Implicit Feedback	Jaewoong Lee, Seongmin Park, Jongwuk Lee			code	3
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback	Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He			code	3
Interactive Information Retrieval with Bandit Feedback	Huazheng Wang, Yiling Jia, Hongning Wang			code	3
User-Centric Path Reasoning towards Explainable Recommendation	ChangYou Tai, LiangYing Huang, ChienKun Huang, LunWei Ku			code	3
Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction	Feng Li, Bencheng Yan, Qingqing Long, Pengjie Wang, Wei Lin, Jian Xu, Bo Zheng			code	3
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation	Jaekeol Choi, Euna Jung, Jangwon Suh, Wonjong Rhee			code	3
ReXPlug: Explainable Recommendation using Plug-and-Play Language Model	Deepesh V. Hada, Vijaikumar M, Shirish K. Shevade			code	3
Answer Complex Questions: Path Ranker Is All You Need	Xinyu Zhang, Ke Zhan, Enrui Hu, Chengzhen Fu, Lan Luo, Hao Jiang, Yantao Jia, Fan Yu, Zhicheng Dou, Zhao Cao, Lei Chen			code	3
Privacy Protection in Deep Multi-modal Retrieval	PengFei Zhang, Yang Li, Zi Huang, Hongzhi Yin			code	3
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization	Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing			code	3
Info-flow Enhanced GANs for Recommender	Yuan Lin, Zhang Xie, Bo Xu, Kan Xu, Hongfei Lin			code	3
Passage Retrieval for Outside-Knowledge Visual Question Answering	Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik G. LearnedMiller			code	3
Revisiting the Tag Relevance Prediction Problem	Denis Kotkov, Alexandr V. Maslov, Mats Neovius			code	3
Cross Interaction Network for Natural Language Guided Video Moment Retrieval	Xinli Yu, Mohsen Malmir, Xin He, Jiangning Chen, Tong Wang, Yue Wu, Yue Liu, Yang Liu			code	3
Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval	Yi He, Xin Liu, YiuMing Cheung, ShuJuan Peng, Jinhan Yi, Wentao Fan			code	3
Knowledge Graph Embedding via Metagraph Learning	Chanyoung Chung, Joyce Jiyoung Whang			code	3
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard	Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz			code	3
A Test Collection for Ad-hoc Dataset Retrieval	Makoto P. Kato, Hiroaki Ohshima, YingHsang Liu, Hsinliang Oliver Chen			code	3
The Information Retrieval Anthology	Martin Potthast, Sebastian Günther, Janek Bevendorff, Jan Philipp Bittner, Alexander Bondarenko, Maik Fröbe, Christian Kahmann, Andreas Niekler, Michael Völske, Benno Stein, Matthias Hagen			code	3
Pretrained Transformers for Text Ranking: BERT and Beyond	Andrew Yates, Rodrigo Frassetto Nogueira, Jimmy Lin			code	3
Files of a Feather Flock Together? Measuring and Modeling How Users Perceive File Similarity in Cloud Storage	Will Brackenbury, Galen Harrison, Kyle Chard, Aaron J. Elmore, Blase Ur			code	3
LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering	Zujie Liang, Haifeng Hu, Jiaying Zhu			code	3
CIFDM: Continual and Interactive Feature Distillation for Multi-Label Stream Learning	Yigong Wang, Zhuoyi Wang, Yu Lin, Latifur Khan, Dingcheng Li			code	3
Restoring Healthy Online Discourse by Detecting and Reducing Controversy, Misinformation, and Toxicity Online	Shiri DoriHacohen, Keen Sung, Jengyu Chou, Julian LustigGonzalez			code	3
Automatic Form Filling with Form-BERT	Gilad Fuchs, Haggai Roitman, Matan Mandelbrod			code	3
Morphologically Annotated Amharic Text Corpora	Tilahun Yeshambel, Josiane Mothe, Yaregal Assabie			code	3
IR for Children 2000-2020: Where Are We Now?	Theo Huibers, Monica Landoni, Emiliana Murgia, Maria Soledad Pera			code	3
Path-based Deep Network for Candidate Item Matching in Recommenders	Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang			code	2
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence	Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell			code	2
Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots	JiaChen Gu, Hui Liu, ZhenHua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu			code	2
Standing in Your Shoes: External Assessments for Personalized Recommender Systems	Hongyu Lu, Weizhi Ma, Min Zhang, Maarten de Rijke, Yiqun Liu, Shaoping Ma			code	2
Podcast Metadata and Content: Episode Relevance and Attractiveness in Ad Hoc Search	Ben Carterette, Rosie Jones, Gareth J. F. Jones, Maria Eskevich, Sravana Reddy, Ann Clifton, Yongze Yu, Jussi Karlgren, Ian Soboroff			code	2
OpenMatch: An Open Source Library for Neu-IR Research	Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun			code	2
Learning Domain Semantics and Cross-Domain Correlations for Paper Recommendation	Yi Xie, Yuqing Sun, Elisa Bertino			code	2
Privileged Graph Distillation for Cold Start Recommendation	Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang			code	2
DiffIR: Exploring Differences in Ranking Models' Behavior	Kevin Martin Jose, Thong Nguyen, Sean MacAvaney, Jeffrey Dalton, Andrew Yates			code	2
AliMe Avatar: Multi-modal Content Production and Presentation for Live-streaming E-commerce	FengLin Li, Zhongzhou Zhao, Qin Lu, Xuming Lin, Hehong Chen, Bo Chen, Liming Pu, Jiashuo Zhang, Fu Sun, Xikai Liu, Liqun Xie, Qi Huang, Ji Zhang, Haiqing Chen			code	2
An ALBERT-based Similarity Measure for Mathematical Answer Retrieval	Anja Reusch, Maik Thiele, Wolfgang Lehner			code	2
Propensity-Independent Bias Recovery in Offline Learning-to-Rank Systems	Zohreh Ovaisi, Kathryn Vasilaky, Elena Zheleva			code	2
Accelerating Neural Architecture Search for Natural Language Processing with Knowledge Distillation and Earth Mover's Distance	Jianquan Li, Xiaokang Liu, Sheng Zhang, Min Yang, Ruifeng Xu, Fengqing Qin			code	2
LSTPR: Graph-based Matrix Factorization with Long Short-term Preference Ranking	ChihHen Lee, JunEn Ding, ChihMing Chen, JingKai Lou, MingFeng Tsai, ChuanJu Wang			code	2
Semantic Query Labeling Through Synthetic Query Generation	Elias Bassani, Gabriella Pasi			code	2
POINTREC: A Test Collection for Narrative-driven Point of Interest Recommendation	Jafar Afzali, Aleksander Mark Drzewiecki, Krisztian Balog			code	2
Privacy-Aware Remote Information Retrieval User Experiments Logging Tool	Hanyu Li, Hongyu Lu, Songhao Huang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma			code	2
Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval	Jiao Li, Xing Xu, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo, Heng Tao Shen			code	2
PreSizE: Predicting Size in E-Commerce using Transformers	Yotam Eshel, Or Levi, Haggai Roitman, Alexander Nus			code	2
Package Recommendation with Intra- and Inter-Package Attention Networks	Chen Li, Yuanfu Lu, Wei Wang, Chuan Shi, Ruobing Xie, Haili Yang, Cheng Yang, Xu Zhang, Leyu Lin			code	2
Multi-Modal Supplementary-Complementary Summarization using Multi-Objective Optimization	Anubhav Jangra, Sriparna Saha, Adam Jatowt, Mohammed Hasanuzzaman			code	2
Do Affective Cues Validate Behavioural Metrics for Search?	Daniel McDuff, Paul Thomas, Nick Craswell, Kael Rowan, Mary Czerwinski			code	2
FedCMR: Federated Cross-Modal Retrieval	Linlin Zong, Qiujie Xie, Jiahui Zhou, Peiran Wu, Xianchao Zhang, Bo Xu			code	2
Text-to-Text Multi-view Learning for Passage Re-ranking	JiaHuei Ju, JhengHong Yang, ChuanJu Wang			code	2
Adapted Graph Reasoning and Filtration for Description-Image Retrieval	Shiqian Chen, Zhiling Luo, Yingqi Gao, Wei Zhou, Chenliang Li, Haiqing Chen			code	2
Retrieving Skill-Based Teams from Collaboration Networks	Radin Hamidi Rad, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta			code	2
Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based Recommender Systems	Hojin Yang, Tianshu Shen, Scott Sanner			code	2
Learning Early Exit Strategies for Additive Ranking Ensembles	Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani			code	2
Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach	Rajdeep Mukherjee, Atharva Naik, Sriyash Poddar, Soham Dasgupta, Niloy Ganguly			code	2
WTR: A Test Collection for Web Table Retrieval	Zhiyu Chen, Shuo Zhang, Brian D. Davison			code	2
Precision Medicine Search for Paediatric Oncology	Bevan Koopman, Tracey Wright, Natacha Omer, Veronica McCabe, Guido Zuccon			code	2
Interactive Information Retrieval: Models, Algorithms, and Evaluation	Chengxiang Zhai			code	2
Meta-Learned Specific Scenario Interest Network for User Preference Prediction	Yinan Sun, Kang Yin, Hehuan Liu, Si Li, Yajing Xu, Jun Guo			code	2
CINES: Explore Citation Network and Event Sequences for Citation Forecasting	Fang He, WangChien Lee, TaoYang Fu, Zhen Lei			code	2
How Powerful are Interest Diffusion on Purchasing Prediction: A Case Study of Taocode	Xuanwen Huang, Yang Yang, Ziqiang Cheng, Shen Fan, Zhongyao Wang, Juren Li, Jun Zhang, Jingmin Chen			code	2
Leveraging Lead Bias for Zero-shot Abstractive News Summarization	Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang			code	2
Predicting User Demography and Device from News Comments	Ohad Rozen, Joel Oren, Ariel Raviv			code	2
Pseudo Siamese Network for Few-shot Intent Generation	Congying Xia, Caiming Xiong, Philip S. Yu			code	2
AliMe DA: A Data Augmentation Framework for Question Answering in Cold-start Scenarios	Guohai Xu, Yan Shao, Chenliang Li, FengLin Li, Bin Bi, Ji Zhang, Haiqing Chen			code	2
Multimodal Activation: Awakening Dialog Robots without Wake Words	Liqiang Nie, Mengzhao Jia, Xuemeng Song, Ganglu Wu, Harry Cheng, Jian Gu			code	2
Make It Easy: An Effective End-to-End Entity Alignment Framework	Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao			code	2
Evaluation Measures Based on Preference Graphs	Charles L. A. Clarke, Chengxi Luo, Mark D. Smucker			code	2
Web Document Encoding for Structure-Aware Keyphrase Extraction	Jihyuk Kim, YoungIn Song, Seungwon Hwang			code	2
Circumstances enhanced Criminal Court View Generation	Linan Yue, Qi Liu, Han Wu, Yanqing An, Li Wang, Senchao Yuan, Dayong Wu			code	2
DCSpell: A Detector-Corrector Framework for Chinese Spelling Error Correction	Jing Li, Dafei Yin, Haozhao Wang, Yonggang Wang			code	2
Faster Index Reordering with Bipartite Graph Partitioning	Joel Mackenzie, Matthias Petri, Alistair Moffat			code	2
Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection	Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt			code	2
Regularized Dual-PPMI Co-clustering for Text Data	Séverine Affeldt, Lazhar Labiod, Mohamed Nadif			code	2
Stopping Criteria for Technology Assisted Reviews based on Counting Processes	Alison Sneyd, Mark Stevenson			code	2
Unsupervised Ensemble Learning with Noisy Label Correction	Xupeng Zou, Zhongnan Zhang, Zhen He, Liang Shi			code	2
FedNLP: An Interpretable NLP System to Decode Federal Reserve Communications	Jean Lee, Hoyoul Luis Youn, Nicholas Stevens, Josiah Poon, Soyeon Caren Han			code	2
News2PubMed: A Browser Extension for Linking Health News to Medical Literature	Jun Wang, Bei Yu			code	2
Stance Detection: Concepts, Approaches, Resources, and Outstanding Issues	Dilek Küçük, Fazli Can			code	2
SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search	Xinlin Xia, Shang Wang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, WenYun Yang			code	1
Fast Attention-based Learning-To-Rank Model for Structured Map Search	Chiqun Zhang, Michael R. Evans, Max Lepikhin, Dragomir Yankov			code	1
New Insights into Metric Optimization for Ranking-based Recommendation	Roger Zhe Li, Julián Urbano, Alan Hanjalic			code	1
Hierarchical Dependence-aware Evaluation Measures for Conversational Search	Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto			code	1
Chatty Goose: A Python Framework for Conversational Search	Edwin Zhang, ShengChieh Lin, JhengHong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin			code	1
PECAN: A Platform for Searching Chat Conversations	Kunpeng Qin, Harrisen Scells, Guido Zuccon			code	1
Investigating Session Search Behavior with Knowledge Graphs	Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma			code	1
Underestimation Refinement: A General Enhancement Strategy for Exploration in Recommendation Systems	Yuhai Song, Lu Wang, Haoming Dang, Weiwei Zhou, Jing Guan, Xiwei Zhao, Changping Peng, Yongjun Bao, Jingping Shao			code	1
User Feedback and Ranking in-a-Loop: Towards Self-Adaptive Dialogue Systems	Chen Shi, Yuxiang Hu, Zengming Zhang, Liang Shao, Feijun Jiang			code	1
A Guided Learning Approach for Item Recommendation via Surrogate Loss Learning	Ahmed Rashed, Josif Grabocka, Lars SchmidtThieme			code	1
Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings	Khoa D. Doan, Saurav Manchanda, Suchismit Mahapatra, Chandan K. Reddy			code	1
When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution	Chuanhao Li, Qingyun Wu, Hongning Wang			code	1
Synthetic Target Domain Supervision for Open Retrieval QA	Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos			code	1
Utility of Missing Concepts in Query-biased Summarization	Sheikh Muhammad Sarwar, Felipe Moraes, Jiepu Jiang, James Allan			code	1
Dual-View Distilled BERT for Sentence Embedding	Xingyi Cheng			code	1
Transformer-based Banking Products Recommender System	Davide Liu, George Philippe Farajalla, Alexandre Boulenger			code	1
Allowing for The Grounded Use of Temporal Difference Learning in Large Ranking Models via Substate Updates	Daniel Cohen			code	1
Looking at CTR Prediction Again: Is Attention All You Need?	Yuan Cheng, Yanbo Xue			code	1
Transformer Reasoning Network for Personalized Review Summarization	Hongyan Xu, Hongtao Liu, Pengfei Jiao, Wenjun Wang			code	1
Neural Representations in Hybrid Recommender Systems: Prediction versus Regularization	Ramin Raziperchikolaei, Tianyu Li, Youngjoo Chung			code	1
Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-Overs	Tingtian Li, Zixun Sun, Haoruo Zhang, Jin Li, Ziming Wu, Hui Zhan, Yipeng Yu, Hengcan Shi			code	1
Retrieving Implicit Information for Stock Movement Prediction	TsunHsien Tang, ChungChi Chen, HenHsen Huang, HsinHsi Chen			code	1
X-2ch: Quad-Channel Collaborative Graph Network over Knowledge-Embedded Edges	Kachun Lo, Tsukasa Ishigaki			code	1
Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality	Chinmay Rane, Gaël Dias, Alexis Lechervy, Asif Ekbal			code	1
Maximal Multipolarized Cliques Search in Signed Networks	Jie Gao, Fei Hao, Geyong Min, Zhipeng Cai			code	1
WWW3E8: 259, 000 Relevance Labels for Studying the Effect of Document Presentation Order for Relevance Assessors	Tetsuya Sakai, Sijie Tao, Zhaohao Zeng			code	1
QuARk: A GUI for Quality-Aware Ranking of Arguments	Markus Nilles, Lorik Dumani, Ralf Schenkel			code	1
GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval	Golsa Tahmasebzadeh, Endri Kacupaj, Eric MüllerBudack, Sherzod Hakimov, Jens Lehmann, Ralph Ewerth			code	1
Science2Cure: A Clinical Trial Search Prototype	Maciej Rybinski, Sarvnaz Karimi, Aleney Khoo			code	1
Beyond Probability Ranking Principle: Modeling the Dependencies among Documents	Liang Pang, Qingyao Ai, Jun Xu			code	1
Reinforcement Learning for Information Retrieval	Alexander Kuhnle, Miguel ArocaOuellette, Anindya Basu, Murat Sensoy, John Reid, Dell Zhang			code	1
Enabling Performance Prediction in Information Retrieval Evaluation	Guglielmo Faggioli			code	1
Hyperbolic Online Time Stream Modeling	Ramit Sawhney, Shivam Agarwal, Megh Thakkar, Arnav Wadhwa, Rajiv Ratn Shah			code	1
Similar Trademark Detection via Semantic, Phonetic and Visual Similarity Information	Yingchi Liu, Quanzhi Li, Changlong Sun, Luo Si			code	1
On the Two-Sample Randomisation Test for IR Evaluation	Tetsuya Sakai			code	1
Long-Tail Hashing	Yong Chen, Yuqing Hou, Shu Leng, Qing Zhang, Zhouchen Lin, Dell Zhang			code	1
Evaluating the Predictivity of IR Experiments	Lida Rashidi, Justin Zobel, Alistair Moffat			code	1
Predicting Links on Wikipedia with Anchor Text Information	Robin Brochier, Frédéric Béchet			code	1
Distant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer Service	Bing Ma, Cao Liu, Jingyu Wang, Shujie Hu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Jianxin Liao			code	1
ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov Models	Jiaojiao Zhu, Wentao Fan			code	1
Graph-Structured Context Understanding for Knowledge-grounded Response Generation	Yanran Li, Wenjie Li, Zhitao Wang			code	1
LS-DST: Long and Sparse Dialogue State Tracking with Smart History Collector in Insurance Marketing	Liqiang Song, Mengqiu Yao, Ye Bi, Zhenyu Wu, Jianming Wang, Jing Xiao, Juan Wen, Xin Yu			code	1
Position Enhanced Mention Graph Attention Network for Dialogue Relation Extraction	Xinwei Long, Shuzi Niu, Yucheng Li			code	1
Cheap and Good? Simple and Effective Data Augmentation for Low Resource Machine Reading	Hoang Van, Vikas Yadav, Mihai Surdeanu			code	1
Communication Efficient Distributed Hypergraph Clustering	Chun Jiang Zhu, Qinqing Liu, Jinbo Bi			code	1
Enhanced Representation Learning for Examination Papers with Hierarchical Document Structure	Yixiao Ma, Shiwei Tong, Ye Liu, Likang Wu, Qi Liu, Enhong Chen, Wei Tong, Zi Yan			code	1
Propensity-scored Probabilistic Label Trees	Marek Wydmuch, Kalina JasinskaKobus, Rohit Babbar, Krzysztof Dembczynski			code	1
REGIS: A Test Collection for Geoscientific Documents in Portuguese	Lucas Lima de Oliveira, Regis Kruel Romeu, Viviane Pereira Moreira			code	1
Wiki-Reliability: A Large Scale Dataset for Content Reliability on Wikipedia	KayYen Wong, Miriam Redi, Diego SáezTrumper			code	1
On the Quality of the TREC-COVID IR Test Collections	Ellen M. Voorhees, Kirk Roberts			code	1
Seer-Dock: A General-Purpose Dockerized Scholarly Document Collection and Management Framework	Dina Sayed, Mohamed Nour, Heiko Schuldt			code	1
Big Brother: A Drop-In Website Interaction Logging Service	Harrisen Scells, Jimmy, Guido Zuccon			code	1
Interacting with Information in Immersive Virtual Environments	Austin R. Ward, Yiyin Gu, Sandeep Avula, Praneeth Chakravarthula			code	1
Semi-automatic Labelling of Scientific Articles using Deep Learning to Enlarge Benchmark Data for Scientific Summarization	Alaa ElEbshihy			code	1
Scalable Personalised Item Ranking through Parametric Density Estimation	Riku Togashi, Masahiro Kato, Mayu Otani, Tetsuya Sakai, Shin'ichi Satoh			code	0
De-Biased Modeling of Search Click Behavior with Reinforcement Learning	Jianghong Zhou, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein			code	0
APRF-Net: Attentive Pseudo-Relevance Feedback Network for Query Categorization	Ali Ahmadvand, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein			code	0
Contextualized Offline Relevance Weighting for Efficient and Effective Neural Retrieval	Xuanang Chen, Ben He, Kai Hui, Yiran Wang, Le Sun, Yingfei Sun			code	0
Embedding Formulae and Text for Improved Math Retrieval	Behrooz Mansouri			code	0
Understanding How Algorithmic and Cognitive Biases in Web Search Affect User Attitudes on Debated Topics	Tim Draws			code	0
Ranking User-Generated Content via Multi-Relational Graph Convolution	Kanika Narang, Adit Krishnan, Junting Wang, Chaoqi Yang, Hari Sundaram, Carolyn Sutter			code	0
GAIPS: Accelerating Maximum Inner Product Search with GPU	Long Xiang, Xiao Yan, Lan Lu, Bo Tang			code	0
A Web-based Knowledge Hub for Exploration of Multiple Research Article Collections	Wei Emma Zhang, Miao Liu, Alan Pallath, Gokul Tamilventhan			code	0
AI Based Information Retrieval System for Identifying Harmful Online Gaming Patterns	Deepanshi Seth, Rukma Talwadker, Tridib Mukherjee, Usama Chitapure, Nagesh Adiga, Avantika Gupta			code	0
Estimating the Reliability of Health-related Search Results	Marcos FernándezPichel			code	0
Identifying Queries in Instant Search Logs	Markus Fischer, Kristof Komlossy, Benno Stein, Martin Potthast, Matthias Hagen			code	0
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora	Mikhail Fain, Niall Twomey, Danushka Bollegala			code	0
Composite Code Sparse Autoencoders for First Stage Retrieval	Carlos Lassance, Thibault Formal, Stéphane Clinchant			code	0
When Choice Happens: A Systematic Examination of Mouse Movement Length for Decision Making in Web Search	Lukas Brückner, Ioannis Arapakis, Luis A. Leiva			code	0
DarkJargon.net: A Platform for Understanding Underground Conversation with Latent Meaning	Dominic Seyler, Wei Liu, Yunan Zhang, XiaoFeng Wang, ChengXiang Zhai			code	0
PYA0: A Python Toolkit for Accessible Math-Aware Search	Wei Zhong, Jimmy Lin			code	0
Putting the Role of Personalization into Context	Dmitri Goldenberg			code	0
Bridge the Gap: Industrial Data Pipeline oriented Recommendation Enhancement	Jie Dai			code	0
Interpretable Document Representations for Fast and Accurate Retrieval of Mathematical Information	Vít Novotný			code	0
HONto: A Bottom-Up Knowledge Base from Textbooks for Recommending Contextually Relevant Documents	Sabine Wehnert			code	0
New Perspectives to Query Performance Prediction Evaluation	Oleg Zendel			code	0
Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network	Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke			code	0
"Did you buy it already?", Detecting Users Purchase-State From Their Product-Related Questions	Lital Kuchy, David Carmel, Thomas Huet, Elad Kravi			code	0
Transfer Learning for the Multilingual and Multi-Domain Classification of Messages Relating to Crises	Cinthia Sánchez			code	0
Gazetteer Enhanced Named Entity Recognition for Code-Mixed Web Queries	Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi			code	0
Robust Neural Text Classification and Entailment via Mixup Regularized Adversarial Training	Jiahao Zhao, Penghui Wei, Wenji Mao			code	0
Learning to Select Instance: Simultaneous Transfer Learning and Clustering	Zhaoxin Huan, Yulong Wang, Yong He, Xiaolu Zhang, Chilin Fu, Weichang Wu, Jun Zhou, Ke Ding, Liang Zhang, Linjian Mo			code	0
Knowledge Based Hyperbolic Propagation	ChangYou Tai, ChienKun Huang, LiangYing Huang, LunWei Ku			code	0
Visual Question Rewriting for Increasing Response Rate	Jiayi Wei, Xilian Li, Yi Zhang, Xin Eric Wang			code	0
Abstractive Text Summarization with Hierarchical Multi-scale Abstraction Modeling and Dynamic Memory	Lihan Wang, Min Yang, Chengming Li, Ying Shen, Ruifeng Xu			code	0
AutoName: A Corpus-Based Set Naming Framework	Zhiqi Huang, Razieh Rahimi, Puxuan Yu, Jingbo Shang, James Allan			code	0
NIP-GCN: An Augmented Graph Convolutional Network with Node Interaction Patterns	Manish Chandra, Debasis Ganguly, Pabitra Mitra, Bithika Pal, James Thomas			code	0
Window Navigation with Adaptive Probing for Executing BlockMax WAND	Jinjin Shao, Yifan Qiao, Shiyu Ji, Tao Yang			code	0
Booking.com Multi-Destination Trips Dataset	Dmitri Goldenberg, Pavel Levin			code	0
Learning with Little Data: Industry Challenges and Innovations	Nikhil Rao			code	0
Deep Learning on Graphs for Natural Language Processing	Lingfei Wu, Yu Chen, Heng Ji, Bang Liu			code	0
Improving Deep Learning based Multi-document Summarization through Linguistic Knowledge	Congbo Ma			code	0