Jingtao Zhan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 27

Top Topics

Constrained Clustering

Document Ranking

Image Generation

Vector Representation

Top Venues

Publications

Yan Fang, Jingtao Zhan, Qingyao Ai, Jiaxin Mao, Weihang Su, Jia Chen, Yiqun Liu
Scaling Laws For Dense Retrieval. CoRR (2024)
Jingtao Zhan, Qingyao Ai, Yiqun Liu, Yingwei Pan, Ting Yao, Jiaxin Mao, Shaoping Ma, Tao Mei
Prompt Refinement with Image Pivot for Text-to-Image Generation. CoRR (2024)
Yan Fang, Qingyao Ai, Jingtao Zhan, Yiqun Liu, Xiaolong Wu, Zhao Cao
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval. AAAI (2024)
Jingtao Zhan, Qingyao Ai, Yiqun Liu, Yingwei Pan, Ting Yao, Jiaxin Mao, Shaoping Ma, Tao Mei
Prompt Refinement with Image Pivot for Text-to-Image Generation. ACL (1) (2024)
Ziyi Ye, Jingtao Zhan, Qingyao Ai, Yiqun Liu, Maarten de Rijke, Christina Lioma, Tuukka Ruotsalo
Query Augmentation by Decoding Semantics from Brain Signals. CoRR (2024)
Jingtao Zhan, Qingyao Ai, Yiqun Liu, Jia Chen, Shaoping Ma
Capability-aware Prompt Reformulation Learning for Text-to-Image Generation. CoRR (2024)
Yan Fang, Jingtao Zhan, Qingyao Ai, Jiaxin Mao, Weihang Su, Jia Chen, Yiqun Liu
Scaling Laws For Dense Retrieval. SIGIR (2024)
Jingtao Zhan, Qingyao Ai, Yiqun Liu, Jia Chen, Shaoping Ma
Capability-aware Prompt Reformulation Learning for Text-to-Image Generation. SIGIR (2024)
Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao
Constructing Tree-based Index for Efficient and Effective Dense Retrieval. CoRR (2023)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract). IJCAI (2023)
Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao
Constructing Tree-based Index for Efficient and Effective Dense Retrieval. SIGIR (2023)
Yan Fang, Jingtao Zhan, Yiqun Liu, Jiaxin Mao, Min Zhang, Shaoping Ma
Joint Optimization of Multi-vector Representation with Product Quantization. NLPCC (1) (2022)
Jingtao Zhan, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Evaluating Extrapolation Performance of Dense Retrieval. CoRR (2022)
Jingtao Zhan, Qingyao Ai, Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval. CoRR (2022)
Jingtao Zhan, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models. CIKM (2022)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval. WSDM (2022)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract). IJCAI (2022)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Optimizing Dense Retrieval Model Training with Hard Negatives. SIGIR (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Optimizing Dense Retrieval Model Training with Hard Negatives. CoRR (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance. CIKM (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance. CoRR (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Interpreting Dense Retrieval as Mixture of Topics. CoRR (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval. CoRR (2021)
Zhijing Wu, Jiaxin Mao, Yiqun Liu, Jingtao Zhan, Yukun Zheng, Min Zhang, Shaoping Ma
Leveraging Passage-level Cumulative Gain for Document Ranking. WWW (2020)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and Efficiently. CoRR (2020)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
An Analysis of BERT in Document Ranking. SIGIR (2020)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
RepBERT: Contextualized Text Embeddings for First-Stage Retrieval. CoRR (2020)