Jiaxin Mao

Orcid: 0000-0002-9257-5498

According to our database1, Jiaxin Mao authored at least 104 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An Intent Taxonomy of Legal Case Retrieval.
ACM Trans. Inf. Syst., March, 2024

Scaling Laws For Dense Retrieval.
CoRR, 2024

Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval.
CoRR, 2024

MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification.
CoRR, 2024

An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models.
CoRR, 2024

USimAgent: Large Language Models for Simulating Search Users.
CoRR, 2024

An Integrated Data Processing Framework for Pretraining Foundation Models.
CoRR, 2024

CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models.
CoRR, 2024

Session-level Normalization and Click-through Data Enhancement for Session-based Evaluation.
CoRR, 2024

2023
User Behavior Simulation for Search Result Re-ranking.
ACM Trans. Inf. Syst., January, 2023

Understanding Relevance Judgments in Legal Case Retrieval.
ACM Trans. Inf. Syst., 2023

CoAScore: Chain-of-Aspects Prompting for NLG Evaluation.
CoRR, 2023

A Passage-Level Reading Behavior Model for Mobile Search.
Proceedings of the ACM Web Conference 2023, 2023

Session Search with Pre-trained Graph Classification Model.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Constructing Tree-based Index for Efficient and Effective Dense Retrieval.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract).
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Understanding the Multi-vector Dense Retrieval Models.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Investigating human reading behavior during sentiment judgment.
Int. J. Mach. Learn. Cybern., 2022

Leveraging Document-Level and Query-Level Passage Cumulative Gain for Document Ranking.
J. Comput. Sci. Technol., 2022

Understanding the role of human-inspired heuristics for retrieval models.
Frontiers Comput. Sci., 2022

Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval.
CoRR, 2022

Evaluating Extrapolation Performance of Dense Retrieval.
CoRR, 2022

KuaiRec: A Fully-observed Dataset for Recommender Systems.
CoRR, 2022

Global or Local: Constructing Personalized Click Models for Web Search.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Learning Probabilistic Box Embeddings for Effective and Efficient Ranking.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

A Cooperative Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Generating Clarifying Questions with Web Search Results.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Webformer: Pre-training with Web Pages for Information Retrieval.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Axiomatically Regularized Pre-training for Ad hoc Search.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Joint Optimization of Multi-vector Representation with Product Quantization.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

4th Workshop on Deep Learning Practice and Theory for High-Dimensional Sparse and Imbalanced Data with KDD 2022.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
A Hybrid Framework for Session Context Modeling.
ACM Trans. Inf. Syst., 2021

Unbiased Learning to Rank: Online or Offline?
ACM Trans. Inf. Syst., 2021

Interpreting Dense Retrieval as Mixture of Topics.
CoRR, 2021

Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Towards a Better Understanding of Query Reformulation Behavior in Web Search.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Constructing a Comparison-based Click Model for Web Search.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Optimizing Dense Retrieval Model Training with Hard Negatives.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Investigating User Behavior in Legal Case Retrieval.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Investigating Session Search Behavior with Knowledge Graphs.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

POSSCORE: A Simple Yet Effective Evaluation of Conversational Search with Part of Speech Labelling.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Evaluating Relevance Judgments with Pairwise Discriminative Power.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Incorporating Query Reformulating Behavior into Web Search Evaluation.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Challenges in designing a brain-machine search interface.
SIGIR Forum, 2020

THUIR@COLIEE-2020: Leveraging Semantic Understanding and Exact Matching for Legal Case Retrieval and Entailment.
CoRR, 2020

Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and Efficiently.
CoRR, 2020

RepBERT: Contextualized Text Embeddings for First-Stage Retrieval.
CoRR, 2020

User behavior modeling for Web search evaluation.
AI Open, 2020

Leveraging Passage-level Cumulative Gain for Document Ranking.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Investigating Examination Behavior in Mobile Search.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

A Context-Aware Click Model for Web Search.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Cascade or Recency: Constructing Better Evaluation Metrics for Session Search.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

An Analysis of BERT in Document Ranking.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Preference-based Evaluation Metrics for Web Image Search.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Modeling User Behavior for Vertical Search: Images, Apps and Products.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Investigating Reading Behavior in Fine-grained Relevance Judgment.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

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

Learning Better Representations for Neural Information Retrieval with Graph Information.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Investigating Fine-Grained Usefulness Perception Process in Mobile Search.
Proceedings of the Information Retrieval - 26th China Conference, 2020

Improving Search Snippets in Context-Aware Web Search Scenarios.
Proceedings of the Information Retrieval - 26th China Conference, 2020

Investigating COVID-19-Related query logs of Chinese search engine users.
Proceedings of the Information for a Sustainable World: Addressing Society's Grand Challenges, 2020

2019
Constructing Click Model for Mobile Search with Viewport Time.
ACM Trans. Inf. Syst., 2019

Search Result Reranking with Visual and Structure Information Sources.
ACM Trans. Inf. Syst., 2019

"Revisiting information retrieval tasks with user behavior models" by Yiqun Liu and Jiaxin Mao with Martin Vesely as coordinator.
SIGWEB Newsl., 2019

WWW'19 Tutorial on Explainable Recommendation and Search.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Grid-based Evaluation Metrics for Web Image Search.
Proceedings of the World Wide Web Conference, 2019

Human Behavior Inspired Machine Reading Comprehension.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

SIGIR 2019 Tutorial on Explainable Recommendation and Search.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Investigating Passage-level Relevance and Its Role in Document-level Relevance Judgment.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Towards Context-Aware Evaluation for Image Search.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Teach Machine How to Read: Reading Behavior Inspired Relevance Estimation.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

THUIR at the NTCIR-14 WWW-2 Task.
Proceedings of the NII Testbeds and Community for Information Access Research, 2019

Investigating Cognitive Effects in Session-level Search User Satisfaction.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Investigating the Reliability of Click Models.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Context-Aware Ranking by Constructing a Virtual Environment for Reinforcement Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Improving Web Image Search with Contextual Information.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Investigating the Learning Process in Job Search: A Longitudinal Study.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

TianGong-ST: A New Dataset with Large-scale Refined Real-world Web Search Sessions.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Investigating Query Reformulation Behavior of Search Users.
Proceedings of the Information Retrieval - 25th China Conference, 2019

2018
How Does Domain Expertise Affect Users' Search Interaction and Outcome in Exploratory Search?
ACM Trans. Inf. Syst., 2018

"Satisfaction with Failure" or "Unsatisfied Success": Investigating the Relationship between Search Success and User Satisfaction.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Constructing an Interaction Behavior Model for Web Image Search.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Constructing Click Models for Mobile Search.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Towards Designing Better Session Search Evaluation Metrics.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Investigating Result Usefulness in Mobile Search.
Proceedings of the Advances in Information Retrieval, 2018

Understanding Reading Attention Distribution during Relevance Judgement.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Unbiased Learning to Rank: Theory and Practice.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Two-Stage Model for User's Examination Behavior in Mobile Search.
Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, 2018

Improving Session Search Performance with a Multi-MDP Model.
Proceedings of the Information Retrieval Technology, 2018

2017
ACM SIGIR Student Liaison Program.
SIGIR Forum, 2017

Enhancing click models with mouse movement information.
Inf. Retr. J., 2017

Understanding and Predicting Usefulness Judgment in Web Search.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Training Deep Ranking Model with Weak Relevance Labels.
Proceedings of the Databases Theory and Applications, 2017

2016
When does Relevance Mean Usefulness and User Satisfaction in Web Search?
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

How does Domain Expertise Affect Users' Search Processes in Exploratory Searches?
Proceedings of the Second International Workshop on Search as Learning, 2016

THUIR at NTCIR-12 IMine Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

2014
Estimating Credibility of User Clicks with Mouse Movement and Eye-Tracking Information.
Proceedings of the Natural Language Processing and Chinese Computing, 2014


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