Zheng Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

Top Topics

Language Model For Information Retrieval

Human Computation

Top Venues

Proc. VLDB Endow.

Publications

Peitian Zhang, Ninglu Shao, Zheng Liu, Shitao Xiao, Hongjin Qian, Qiwei Ye, Zhicheng Dou
Extending Llama-3's Context Ten-Fold Overnight. CoRR (2024)
Peitian Zhang, Zheng Liu, Shitao Xiao, Ninglu Shao, Qiwei Ye, Zhicheng Dou
Compressing Lengthy Context With UltraGist. CoRR (2024)
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. WWW (Companion Volume) (2024)
Zhihao Zhu, Ninglu Shao, Defu Lian, Chenwang Wu, Zheng Liu, Yi Yang, Enhong Chen
Understanding Privacy Risks of Embeddings Induced by Large Language Models. CoRR (2024)
Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou
Grounding Language Model with Chunking-Free In-Context Retrieval. ACL (1) (2024)
Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Yujia Zhou, Xu Chen, Zhicheng Dou
Are Long-LLMs A Necessity For Long-Context Tasks? CoRR (2024)
Peitian Zhang, Zheng Liu, Shitao Xiao, Zhicheng Dou, Jian-Yun Nie
A Multi-Task Embedder For Retrieval Augmented LLMs. ACL (1) (2024)
Jianlyu Chen, Shitao Xiao, Peitian Zhang, Kun Luo, Defu Lian, Zheng Liu
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation. ACL (Findings) (2024)
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels. CoRR (2024)
Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zheng Liu, Ji-Rong Wen, Zhicheng Dou
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning. ACL (1) (2024)
Zheng Liu, Yujia Zhou, Yutao Zhu, Jianxun Lian, Chaozhuo Li, Zhicheng Dou, Defu Lian, Jian-Yun Nie
Information Retrieval Meets Large Language Models. WWW (Companion Volume) (2024)
Yujia Zhou, Zheng Liu, Jiajie Jin, Jian-Yun Nie, Zhicheng Dou
Metacognitive Retrieval-Augmented Large Language Models. WWW (2024)
Chaofan Li, Zheng Liu, Shitao Xiao, Yingxia Shao, Defu Lian
Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval. ACL (1) (2024)
Kelong Mao, Chenlong Deng, Haonan Chen, Fengran Mo, Zheng Liu, Tetsuya Sakai, Zhicheng Dou
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval. CoRR (2024)
Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Fangchao Liu, Zhao Cao
Generative Retrieval via Term Set Generation. SIGIR (2024)
Zheng Liu, Lei Chen, Yongxin Tong
Realtime Traffic Speed Estimation with Sparse Crowdsourced Data. ICDE (2018)
Zheng Liu, Xing Xie, Lei Chen
Context-aware Academic Collaborator Recommendation. KDD (2018)
Caleb Chen Cao, Jiayang Tu, Zheng Liu, Lei Chen, H. V. Jagadish
Tuning Crowdsourced Human Computation. ICDE (2017)
Zheng Liu, Lei Chen
Worker Recommendation for Crowdsourced Q&A Services: A Triple-Factor Aware Approach. Proc. VLDB Endow. 11 (3) (2017)
Caleb Chen Cao, Zheng Liu, Lei Chen, H. V. Jagadish
Tuning Crowdsourced Human Computation. CoRR (2016)
Chen Jason Zhang, Lei Chen, Yongxin Tong, Zheng Liu
Cleaning uncertain data with a noisy crowd. ICDE (2015)
Zhao Chen, Rui Fu, Ziyuan Zhao, Zheng Liu, Leihao Xia, Lei Chen, Peng Cheng, Caleb Chen Cao, Yongxin Tong, Chen Jason Zhang
gMission: A General Spatial Crowdsourcing Platform. Proc. VLDB Endow. 7 (13) (2014)