REARANK: Reasoning Re-ranking Agent via Reinforcement Learning

26 May 2025

Papers citing "REARANK: Reasoning Re-ranking Agent via Reinforcement Learning"

8 / 8 papers shown

Title
Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning Shengyao Zhuang Xueguang Ma Bevan Koopman Jimmy Lin Guido Zuccon LRM 74 5 0 08 Mar 2025
LIMO: Less is More for Reasoning Yixin Ye Zhen Huang Yang Xiao Ethan Chern Shijie Xia Pengfei Liu LRM 127 132 0 05 Feb 2025
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 193 170 0 27 May 2024
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting Zhen Qin R. Jagerman Kai Hui Honglei Zhuang Junru Wu ... Tianqi Liu Jialu Liu Donald Metzler Xuanhui Wang Michael Bendersky ALM RALM 77 235 0 30 Jun 2023
Improving language models by retrieving from trillions of tokens Sebastian Borgeaud A. Mensch Jordan Hoffmann Trevor Cai Eliza Rutherford ... Simon Osindero Karen Simonyan Jack W. Rae Erich Elsen Laurent Sifre KELM RALM 187 1,069 0 08 Dec 2021
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 107 1,207 0 01 Jul 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 77 1,014 0 21 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 901 11,979 0 27 Aug 2019