Cheng Li

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 38

Top Topics

Multiple Queries

Text Generation

Ranking Functions

Top Venues

Publications

Cheng Li, Mingyang Zhang, Qiaozhu Mei, Weize Kong, Michael Bendersky
Learning to Rewrite Prompts for Personalized Text Generation. WWW (2024)
Michael Bendersky, Cheng Li, Qiaozhu Mei, Vanessa Murdock, Jie Tang, Hongning Wang, Hamed Zamani, Mingyang Zhang, Xingjian Zhang
The Second Workshop on Large Language Models for Individuals, Groups, and Society. SIGIR (2024)
Zixuan Ke, Weize Kong, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky
Bridging the Preference Gap between Retrievers and LLMs. CoRR (2024)
Zixuan Ke, Weize Kong, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky
Bridging the Preference Gap between Retrievers and LLMs. ACL (1) (2024)
Tao Chen, Siqi Zuo, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky
Unlocking the 'Why' of Buying: Introducing a New Dataset and Benchmark for Purchase Reason and Post-Purchase Experience. CoRR (2024)
Zhuowan Li, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach. CoRR (2024)
Michael Bendersky, Cheng Li, Qiaozhu Mei, Vanessa Murdock, Jie Tang, Hongning Wang, Hamed Zamani, Mingyang Zhang
WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society. WSDM (2024)
Yaqing Wang, Jiepu Jiang, Mingyang Zhang, Cheng Li, Yi Liang, Qiaozhu Mei, Michael Bendersky
Automated Evaluation of Personalized Text Generation using Large Language Models. CoRR (2023)
Cheng Li, Mingyang Zhang, Qiaozhu Mei, Weize Kong, Michael Bendersky
Automatic Prompt Rewriting for Personalized Text Generation. CoRR (2023)
Cheng Li, Yaping Qi, Hayk Zakaryan, Mingyang Zhang, Michael Bendersky, Yonghua Wu, Marc Najork
Job Type Extraction for Service Businesses. WWW (Companion Volume) (2023)
Karan Samel, Cheng Li, Weize Kong, Tao Chen, Mingyang Zhang, Shaleen Kumar Gupta, Swaraj Khadanga, Wensong Xu, Xingyu Wang, Kashyap Kolipaka, Michael Bendersky, Marc Najork
End-to-End Query Term Weighting. KDD (2023)
Weize Kong, Jeffrey M. Dudek, Cheng Li, Mingyang Zhang, Michael Bendersky
SparseEmbed: Learning Sparse Lexical Representations with Contextual Embeddings for Retrieval. SIGIR (2023)
Jeffrey M. Dudek, Weize Kong, Cheng Li, Mingyang Zhang, Michael Bendersky
Learning Sparse Lexical Representations Over Specified Vocabularies for Retrieval. CIKM (2023)
Weize Kong, Swaraj Khadanga, Cheng Li, Shaleen Kumar Gupta, Mingyang Zhang, Wensong Xu, Michael Bendersky
Multi-Aspect Dense Retrieval. KDD (2022)
Te-Lin Wu, Cheng Li, Mingyang Zhang, Tao Chen, Spurthi Amba Hombaiah, Michael Bendersky
LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding. CoRR (2021)
Liu Yang, Mingyang Zhang, Cheng Li, Michael Bendersky, Marc Najork
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Document Matching. CoRR (2020)
Liu Yang, Mingyang Zhang, Cheng Li, Michael Bendersky, Marc Najork
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching. CIKM (2020)
Saar Kuzi, Mingyang Zhang, Cheng Li, Michael Bendersky, Marc Najork
Leveraging Semantic and Lexical Matching to Improve the Recall of Document Retrieval Systems: A Hybrid Approach. CoRR (2020)
Rama Kumar Pasumarthi, Sebastian Bruch, Xuanhui Wang, Cheng Li, Michael Bendersky, Marc Najork, Jan Pfeifer, Nadav Golbandi, Rohan Anil, Stephan Wolf
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank. KDD (2019)
Aman Agarwal, Ivan Zaitsev, Xuanhui Wang, Cheng Li, Marc Najork, Thorsten Joachims
Estimating Position Bias without Intrusive Interventions. WSDM (2019)
Aman Agarwal, Xuanhui Wang, Cheng Li, Michael Bendersky, Marc Najork
Addressing Trust Bias for Unbiased Learning-to-Rank. WWW (2019)
Cheng Li, Mingyang Zhang, Michael Bendersky, Hongbo Deng, Donald Metzler, Marc Najork
Multi-view Embedding-based Synonyms for Email Search. SIGIR (2019)
Jyun-Yu Jiang, Mingyang Zhang, Cheng Li, Michael Bendersky, Nadav Golbandi, Marc Najork
Semantic Text Matching for Long-Form Documents. WWW (2019)
Aman Agarwal, Ivan Zaitsev, Xuanhui Wang, Cheng Li, Marc Najork, Thorsten Joachims
Estimating Position Bias without Intrusive Interventions. CoRR (2018)
Aman Agarwal, Xuanhui Wang, Cheng Li, Michael Bendersky, Marc Najork
Offline Comparison of Ranking Functions using Randomized Data. CoRR (2018)
Zhuofeng Wu, Cheng Li, Zhe Zhao, Fei Wu, Qiaozhu Mei
Identify Shifts of Word Semantics through Bayesian Surprise. SIGIR (2018)
Cheng Li, Xiaoxiao Guo, Qiaozhu Mei
Joint Modeling of Text and Networks for Cascade Prediction. ICWSM (2018)
Xuanhui Wang, Cheng Li, Nadav Golbandi, Michael Bendersky, Marc Najork
The LambdaLoss Framework for Ranking Metric Optimization. CIKM (2018)
Yunhao Jiao, Cheng Li, Fei Wu, Qiaozhu Mei
Find the Conversation Killers: A Predictive Study of Thread-ending Posts. WWW (2018)
Rama Kumar Pasumarthi, Xuanhui Wang, Cheng Li, Sebastian Bruch, Michael Bendersky, Marc Najork, Jan Pfeifer, Nadav Golbandi, Rohan Anil, Stephan Wolf
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank. CoRR (2018)
Cheng Li, Jiaqi Ma, Xiaoxiao Guo, Qiaozhu Mei
DeepCas: An End-to-end Predictor of Information Cascades. WWW (2017)
Cheng Li, Xiaoxiao Guo, Qiaozhu Mei
Deep Memory Networks for Attitude Identification. CoRR (2017)
Yunhao Jiao, Cheng Li, Fei Wu, Qiaozhu Mei
Find the Conversation Killers: a Predictive Study of Thread-ending Posts. CoRR (2017)
Cheng Li, Michael Bendersky, Vijay Garg, Sujith Ravi
Related Event Discovery. WSDM (2017)
Cheng Li, Xiaoxiao Guo, Qiaozhu Mei
Deep Memory Networks for Attitude Identification. WSDM (2017)
Cheng Li, Paul Resnick, Qiaozhu Mei
Multiple Queries as Bandit Arms. CIKM (2016)
Cheng Li, Xiaoxiao Guo, Qiaozhu Mei
DeepGraph: Graph Structure Predicts Network Growth. CoRR (2016)
Cheng Li, Jiaqi Ma, Xiaoxiao Guo, Qiaozhu Mei
DeepCas: an End-to-end Predictor of Information Cascades. CoRR (2016)
Cheng Li, Yue Lu, Qiaozhu Mei, Dong Wang, Sandeep Pandey
Click-through Prediction for Advertising in Twitter Timeline. KDD (2015)
Cheng Li, Yue Wang, Paul Resnick, Qiaozhu Mei
ReQ-ReC: high recall retrieval with query pooling and interactive classification. SIGIR (2014)
Cheng Li, Yue Wang, Qiaozhu Mei
A User-in-the-Loop Process for Investigational Search: Foreseer in TREC 2013 Microblog Track. TREC (2013)