Learning to Rank in Generative Retrieval

27 June 2023

Liang Wang

Papers citing "Learning to Rank in Generative Retrieval"

26 / 26 papers shown

Title
Replication and Exploration of Generative Retrieval over Dynamic Corpora Zhen Zhang Xinyu Ma Weiwei Sun Pengjie Ren Ziyang Chen S. Wang D. Yin Maarten de Rijke Z. Ren 44 0 0 24 Apr 2025
Constrained Auto-Regressive Decoding Constrains Generative Retrieval Shiguang Wu Z. Z. Ren Xin Xin Jiyuan Yang Hao Fei Z. Chen Maarten de Rijke Pengjie Ren RALM 36 0 0 14 Apr 2025
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 60 0 0 07 Apr 2025
Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising Tongtong Liu Zhaohui Wang Meiyue Qin Zenghui Lu Xudong Chen Yuekui Yang Peng Shu 38 0 0 02 Apr 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Zihan Wang SyDa 74 0 0 25 Feb 2025
Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding Kimia Ramezan Alireza Amiri Bavandpour Yifei Yuan Clemencia Siro Mohammad Aliannejadi 31 0 0 17 Feb 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation X. Li Jiajie Jin Yujia Zhou Yongkang Wu Zhonghua Li Qi Ye Zhicheng Dou RALM LRM 110 5 0 16 Dec 2024
Neural Corrective Machine Unranking Jingrui Hou Axel Finke Georgina Cosma MU 42 1 0 13 Nov 2024
Learning to Rank Salient Content for Query-focused Summarization Sajad Sotudeh Nazli Goharian 47 1 0 01 Nov 2024
MVP-Bench: Can Large Vision--Language Models Conduct Multi-level Visual Perception Like Humans? Guanzhen Li Yuxi Xie Min-Yen Kan VLM 137 0 0 06 Oct 2024
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking Jun Bai Zhuofan Chen Zhenzi Li Hanhua Hong Jianfei Zhang Chen Li Chenghua Lin Wenge Rong 26 0 0 24 Sep 2024
Baby Bear: Seeking a Just Right Rating Scale for Scalar Annotations Xu Han Felix Yu João Sedoc Benjamin Van Durme 16 1 0 19 Aug 2024
Generative Retrieval with Preference Optimization for E-commerce Search Mingming Li Huimu Wang Zuxu Chen Guangtao Nie Yiming Qiu Binbin Wang Guoyu Tang Lin Liu Jingwei Zhuo RALM 38 2 0 29 Jul 2024
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval Ravisri Valluri Akash Kumar Mohankumar Kushal Dave Amit Singh Jian Jiao Manik Varma Gaurav Sinha 61 1 0 10 Jun 2024
A Survey of Generative Information Retrieval Tzu-Lin Kuo Tzu-Wei Chiu Tzung-Sheng Lin Sheng-Yang Wu Chao-Wei Huang Yun-Nung Chen SyDa 77 2 0 03 Jun 2024
Bottleneck-Minimal Indexing for Generative Document Retrieval Xin Du Lixin Xiu Kumiko Tanaka-Ishii 43 2 0 12 May 2024
A Survey of Generative Search and Recommendation in the Era of Large Language Models Yongqi Li Xinyu Lin Wenjie Wang Fuli Feng Liang Pang Wenjie Li Liqiang Nie Xiangnan He Tat-Seng Chua 3DV LRM 46 7 0 25 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 84 46 0 23 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 48 12 0 22 Apr 2024
Generative Retrieval as Multi-Vector Dense Retrieval Shiguang Wu Wenda Wei Mengqi Zhang Zhumin Chen Jun Ma Zhaochun Ren Maarten de Rijke Pengjie Ren 3DV 31 7 0 31 Mar 2024
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond Yongqi Li Wenjie Wang Leigang Qu Liqiang Nie Wenjie Li Tat-Seng Chua 23 17 0 16 Feb 2024
Distillation Enhanced Generative Retrieval Yongqi Li Zhen Zhang Wenjie Wang Liqiang Nie Wenjie Li Tat-Seng Chua VLM 32 1 0 16 Feb 2024
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks Xiaoxi Li Zhicheng Dou Yujia Zhou Fangchao Liu RALM 40 14 0 02 Feb 2024
RAVEN: Rethinking Adversarial Video Generation with Efficient Tri-plane Networks Partha Ghosh Soubhik Sanyal Cordelia Schmid Bernhard Scholkopf VGen 44 1 0 11 Jan 2024
Exploring the Practicality of Generative Retrieval on Dynamic Corpora Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 24 3 0 27 May 2023
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua Wu Haifeng Wang RALM OffRL 214 594 0 16 Oct 2020