Query Expansion by Prompting Large Language Models
Rolf Jagerman, Honglei Zhuang, Zhen Qin, Xuanhui Wang and Michael Bendersky
GPT-4 Synthetic Data Improves Generalizability For Contract Clause Retrieval
Shang Gao, Divyanshu Murli, Javed Qadrud-Din and Martin Gajek
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective
Yuan Liu, Ruqing Zhang, Jiafeng Guo, Wei Chen and Xueqi Cheng
Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human Experts
Arian Askari, Mohammad Aliannejadi, Evangelos Kanoulas and Suzan Verberne
Generative Sequential Recommendation with GPTRec
Aleksandr V. Petrov and Craig Macdonald
Retrievability Bias Estimation Using Synthetically Generated Queries
Amin Abolghasemi, Suzan Verberne, Arian Askari and Leif Azzopardi
Understanding Generative Retrieval at Scale
Ronak Pradeep, Kai Hui, Jai Gupta, Adam Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler and Vinh Tran
QontSum: On Contrasting Salient Content for Query-focused Summarization
Sajad Sotudeh and Nazli Goharian
Query Understanding in the Age of Large Language Models
Avishek Anand, Venktesh V, Abhijit Anand and Vinay Setty
Generative Retrieval as Dense Retrieval
Thong Nguyen and Andrew Yates
Generative Query Reformulation
Xiao Wang, Sean MacAvaney, Craig Macdonald and Iadh Ounis
PALR: Personalization Aware LLMs for Recommendation
Fan Yang, Zheng Chen, Ziyan Jiang, Eunah Cho, Xiaojiang Huang, Yanbin Lu
On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs
Pei-Chi Lo, Yi-Hang Tsai, Ee-Peng Lim and San-Yih Hwang
Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study
Weijia Zhang, Svitlana Vakulenko, Thilina Rajapakse, Yumo Xu and Evangelos Kanoulas
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation
Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon and Daxin Jiang