GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation

4 April 2024

Papers citing "GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation"

16 / 16 papers shown

Title
Generative Product Recommendations for Implicit Superlative Queries Kaustubh D. Dhole Nikhita Vedula Saar Kuzi Giuseppe Castellucci Eugene Agichtein S. Malmasi 47 0 0 26 Apr 2025
Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance Reza Esfandiarpoor George Zerveas Ruochen Zhang Macton Mgonzo Carsten Eickhoff Stephen H. Bach SyDa 45 0 0 29 Mar 2025
RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine Nayoung Choi Youngjune Lee Gyu-Hwung Cho Haeyu Jeong Jungmin Kong ... S. Cho Inchang Jeong Gyohee Nam Sunghoon Han Wonil Yang RALM 35 0 0 08 Oct 2024
Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation Qianfeng Wen Yifan Liu Joshua Zhang George Saad A. Korikov Yury Sambale Scott Sanner 31 3 0 02 Oct 2024
GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval Wonduk Seo Haojie Zhang Yueyang Zhang Changhao Zhang Songyao Duan Lixin Su Daiting Shi Jiashu Zhao Dawei Yin 34 1 0 17 Sep 2024
Broadening Access to Simulations for End-Users via Large Language Models: Challenges and Opportunities Philippe J. Giabbanelli Jose J. Padilla Ameeta Agrawal 30 2 0 03 Sep 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Mengnan Du Shuaiqiang Wang Dawei Yin Sumi Helal 53 28 0 28 Jun 2024
Database-Augmented Query Representation for Information Retrieval Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 37 2 0 23 Jun 2024
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback Kaustubh D. Dhole Ramraj Chandradevan Eugene Agichtein 21 1 0 27 May 2024
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants Kaustubh D. Dhole 24 3 0 29 Jan 2024
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 159 579 0 06 Apr 2023
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 211 206 0 05 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,237 0 21 Mar 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 171 86 0 06 Dec 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 231 966 0 17 Apr 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 59 166 0 14 Jan 2021