| 2021 | From Producer Success to Retention: A New Role of Search and Recommendation Systems on Marketplaces. | Viet Ha-Thuc, Matthew Wood, Yunli Liu, Jagadeesan Sundaresan |
| 2021 | 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 |
| 2021 | 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 |
| 2021 | Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots. | Jia-Chen Gu, Hui Liu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu |
| 2021 | The Winner Takes it All: Geographic Imbalance and Provider (Un)fairness in Educational Recommender Systems. | Elizabeth Gmez, Carlos Shui Zhang, Ludovico Boratto, Maria Salam, Mirko Marras |
| 2021 | Booking.com Multi-Destination Trips Dataset. | Dmitri Goldenberg, Pavel Levin |
| 2021 | Putting the Role of Personalization into Context. | Dmitri Goldenberg |
| 2021 | When Fair Ranking Meets Uncertain Inference. | Avijit Ghosh, Ritam Dutt, Christo Wilson |
| 2021 | Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification. | Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu |
| 2021 | Make It Easy: An Effective End-to-End Entity Alignment Framework. | Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao |
| 2021 | Addressing Bias and Fairness in Search Systems. | Ruoyuan Gao, Chirag Shah |
| 2021 | Maximal Multipolarized Cliques Search in Signed Networks. | Jie Gao, Fei Hao, Geyong Min, Zhipeng Cai |
| 2021 | RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems. | Weibo Gao, Qi Liu, Zhenya Huang, Yu Yin, Haoyang Bi, Mu-Chun Wang, Jianhui Ma, Shijin Wang, Yu Su |
| 2021 | 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 |
| 2021 | SDG: A Simplified and Dynamic Graph Neural Network. | Dongqi Fu, Jingrui He |
| 2021 | Automatic Form Filling with Form-BERT. | Gilad Fuchs, Haggai Roitman, Matan Mandelbrod |
| 2021 | CopyCat: Near-Duplicates Within and Between the ClueWeb and the Common Crawl. | Maik Frbe, Janek Bevendorff, Lukas Gienapp, Michael Vlske, Benno Stein, Martin Potthast, Matthias Hagen |
| 2021 | SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. | Thibault Formal, Benjamin Piwowarski, Stphane Clinchant |
| 2021 | Identifying Queries in Instant Search Logs. | Markus Fischer, Kristof Komlossy, Benno Stein, Martin Potthast, Matthias Hagen |
| 2021 | Gazetteer Enhanced Named Entity Recognition for Code-Mixed Web Queries. | Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi |
| 2021 | Estimating the Reliability of Health-related Search Results. | Marcos Fernndez-Pichel |
| 2021 | Multi-Type Textual Reasoning for Product-Aware Answer Generation. | Yue Feng, Zhaochun Ren, Weijie Zhao, Mingming Sun, Ping Li |
| 2021 | Hybrid Learning to Rank for Financial Event Ranking. | Fuli Feng, Moxin Li, Cheng Luo, Ritchie Ng, Tat-Seng Chua |
| 2021 | Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method. | Fuli Feng, Weiran Huang, Xiangnan He, Xin Xin, Qifan Wang, Tat-Seng Chua |
| 2021 | 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 |