Qingyao Ai

CoRR, 2023

Towards Better Web Search Performance: Pre-training, Fine-tuning and Learning to Rank.

[BibT_eX]

[DOI]

CoRR, 2023

Diverse legal case search.

[BibT_eX]

[DOI]

CoRR, 2023

Counterfactual Editing for Search Result Explanation.

[BibT_eX]

[DOI]

CoRR, 2023

Zero-shot Clarifying Question Generation for Conversational Search.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Marginal-Certainty-Aware Fair Ranking Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Model-based Unbiased Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Constructing Tree-based Index for Efficient and Effective Dense Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Behavior Modeling for Point of Interest Search.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Metric-agnostic Ranking Optimization.

[BibT_eX]

[DOI]

Xuanhui Wang

Michael Bendersky

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Investigating the Influence of Legal Case Retrieval Systems on Users' Decision Process.

[BibT_eX]

[DOI]

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Chuweb21D: A Deduped English Document Collection for Web Search Tasks.

[BibT_eX]

[DOI]

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Vertical Allocation-based Fair Exposure Amortizing in Ranking.

[BibT_eX]

[DOI]

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Result Diversification for Legal case Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Leveraging Event Schema to Ask Clarifying Questions for Conversational Legal Case Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

FARA: Future-aware Ranking Algorithm for Fairness Optimization.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Simulating and Modeling the Risk of Conversational Search.

[BibT_eX]

[DOI]

Zhenduo Wang

ACM Trans. Inf. Syst., 2022

Reinforcement Learning to Rank with Coarse-grained Labels.

[BibT_eX]

[DOI]

CoRR, 2022

Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval.

[BibT_eX]

[DOI]

CoRR, 2022

Learning to Rank Rationales for Explainable Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

Effective Exposure Amortizing for Fair Top-k Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Incorporating Retrieval Information into the Truncation of Ranking Lists for Better Legal Search.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Unbiased Learning to Rank: Online or Offline?

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

A Zero Attentive Relevance Matching Networkfor Review Modeling in Recommendation System.

[BibT_eX]

[DOI]

CoRR, 2021

Maximizing Marginal Fairness for Dynamic Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Controlling the Risk of Conversational Search via Reinforcement Learning.

[BibT_eX]

[DOI]

Zhenduo Wang

Proceedings of the WWW '21: The Web Conference 2021, 2021

Beyond Probability Ranking Principle: Modeling the Dependencies among Documents.

[BibT_eX]

[DOI]

Liang Pang

Jun Xu

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Learning a Fine-Grained Review-based Transformer Model for Personalized Product Search.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

3rd International Workshop on Deep Learning Practice for High-Dimensional Sparse Data with KDD 2021.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Understanding the Effectiveness of Reviews in E-commerce Top-N Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Asking Clarifying Questions Based on Negative Feedback in Conversational Search.

[BibT_eX]

[DOI]

Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Session details: Session 1A - Ranking (1).

[BibT_eX]

[DOI]

Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

A Zero Attentive Relevance Matching Network for Review Modeling in Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2021

ULTRA: An Unbiased Learning To Rank Algorithm Toolbox.

[BibT_eX]

[DOI]

Anh Tran

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product Search.

[BibT_eX]

[DOI]

Lakshmi Narayanan Ramasamy

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Explainable Product Search with a Dynamic Relation Embedding Model.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

A Deep Look into neural ranking models for information retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

A Hierarchical Self-attentive Convolution Network for Review Modeling in Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2020

Review Regularized Neural Collaborative Filtering.

[BibT_eX]

[DOI]

Zhimeng Pan

Wenzheng Tao

CoRR, 2020

A Review-based Transformer Model for Personalized Product Search.

[BibT_eX]

[DOI]

CoRR, 2020

SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

A Transformer-based Embedding Model for Personalized Product Search.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

E-commerce Recommendation with Weighted Expected Utility.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Neural generative models and representation learning for information retrieval.

[BibT_eX]

[DOI]

SIGIR Forum, 2019

Investigating Weak Supervision in Deep Ranking.

[BibT_eX]

[DOI]

Data Inf. Manag., 2019

WWW'19 Tutorial on Explainable Recommendation and Search.

[BibT_eX]

[DOI]

Yongfeng Zhang

Jiaxin Mao

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

DAPA: The WSDM 2019 Workshop on Deep Matching in Practical Applications.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

SIGIR 2019 Tutorial on Explainable Recommendation and Search.

[BibT_eX]

[DOI]

Yongfeng Zhang

Jiaxin Mao

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Learning Groupwise Multivariate Scoring Functions Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Iterative Relevance Feedback for Answer Passage Retrieval with Passage-Level Semantic Match.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2019

Improving Web Image Search with Contextual Information.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Correcting for Recency Bias in Job Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Conversational Product Search Based on Negative Feedback.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

A Zero Attention Model for Personalized Product Search.

[BibT_eX]

[DOI]

Daniel N. Hill

S. V. N. Vishwanathan

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Revisiting Iterative Relevance Feedback for Document and Passage Retrieval.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Groupwise Scoring Functions Using Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Learning over Knowledge-Base Embeddings for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation.

[BibT_eX]

[DOI]

Algorithms, 2018

Unbiased Learning to Rank with Unbiased Propensity Estimation.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Learning a Deep Listwise Context Model for Ranking Refinement.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

A Neural Passage Model for Ad-hoc Document Retrieval.

[BibT_eX]

[DOI]

Brendan O'Connor

Proceedings of the Advances in Information Retrieval, 2018

Towards Conversational Search and Recommendation: System Ask, User Respond.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Unbiased Learning to Rank: Theory and Practice.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Enhancing click models with mouse movement information.

[BibT_eX]

[DOI]

Inf. Retr. J., 2017

Characterizing Email Search using Large-scale Behavioral Logs and Surveys.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

UMass at TREC 2017 Common Core Track.

[BibT_eX]

[DOI]

Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Personalized Key Frame Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Learning a Hierarchical Embedding Model for Personalized Product Search.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Joint Representation Learning for Top-N Recommendation with Heterogeneous Information Sources.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Large-Scale Analysis of Email Search and Organizational Strategies.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

2016

Adaptability of Neural Networks on Varying Granularity IR Tasks.

[BibT_eX]

[DOI]

Daniel Cohen