| 2021 | Beyond Probability Ranking Principle: Modeling the Dependencies among Documents. | Liang Pang, Qingyao Ai, Jun Xu |
| 2021 | Propensity-Independent Bias Recovery in Offline Learning-to-Rank Systems. | Zohreh Ovaisi, Kathryn Vasilaky, Elena Zheleva |
| 2021 | 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 |
| 2021 | Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness. | Harrie Oosterhuis |
| 2021 | REGIS: A Test Collection for Geoscientific Documents in Portuguese. | Lucas Lima de Oliveira, Regis Kruel Romeu, Viviane Pereira Moreira |
| 2021 | Interpretable Document Representations for Fast and Accurate Retrieval of Mathematical Information. | Vt Novotn |
| 2021 | 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 |
| 2021 | QuARk: A GUI for Quality-Aware Ranking of Arguments. | Markus Nilles, Lorik Dumani, Ralf Schenkel |
| 2021 | Multimodal Activation: Awakening Dialog Robots without Wake Words. | Liqiang Nie, Mengzhao Jia, Xuemeng Song, Ganglu Wu, Harry Cheng, Jian Gu |
| 2021 | DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph. | Hoang Van Nguyen, Francesco Gelli, Soujanya Poria |
| 2021 | On the Privacy of Federated Pipelines. | Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Jan Baumbach, David B. Blumenthal |
| 2021 | Ranking User-Generated Content via Multi-Relational Graph Convolution. | Kanika Narang, Adit Krishnan, Junting Wang, Chaoqi Yang, Hari Sundaram, Carolyn Sutter |
| 2021 | 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 |
| 2021 | A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models. | Iurii Mokrii, Leonid Boytsov, Pavel Braslavski |
| 2021 | Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence. | Bhaskar Mitra, Sebastian Hofsttter, Hamed Zamani, Nick Craswell |
| 2021 | 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 |
| 2021 | 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 |
| 2021 | Initiative-Aware Self-Supervised Learning for Knowledge-Grounded Conversations. | Chuan Meng, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tengxiao Xi, Maarten de Rijke |
| 2021 | Do Affective Cues Validate Behavioural Metrics for Search? | Daniel McDuff, Paul Thomas, Nick Craswell, Kael Rowan, Mary Czerwinski |
| 2021 | 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 |
| 2021 | 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, Kuang-Chih Lee, Jian Xu, Bo Zheng |
| 2021 | 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 |
| 2021 | LeCaRD: A Legal Case Retrieval Dataset for Chinese Law System. | Yixiao Ma, Yunqiu Shao, Yueyue Wu, Yiqun Liu, Ruizhe Zhang, Min Zhang, Shaoping Ma |
| 2021 | Learning to Rank for Mathematical Formula Retrieval. | Behrooz Mansouri, Richard Zanibbi, Douglas W. Oard |
| 2021 | Embedding Formulae and Text for Improved Math Retrieval. | Behrooz Mansouri |