FollowIR: Evaluating and Teaching Information Retrieval Models to Follow
Instructions

FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

22 March 2024

Kyle Lo

Arman Cohan

Benjamin Van Durme

Luca Soldaini

Papers citing "FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions"

16 / 16 papers shown

Title
Towards Better Instruction Following Retrieval Models Yuchen Zhuang Aaron Trinh Rushi Qiang Haotian Sun Chao Zhang Hanjun Dai Bo Dai 55 0 0 27 May 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 100 2 0 21 Feb 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 131 1 0 07 Feb 2025
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation Takyoung Kim Kyungjae Lee Y. Jang Ji Yong Cho Gangwoo Kim Minseok Cho Moontae Lee 182 1 0 28 Jan 2025
Gecko: Versatile Text Embeddings Distilled from Large Language Models Jinhyuk Lee Zhuyun Dai Xiaoqi Ren Blair Chen Daniel Cer ... Aditya Kusupati Prateek Jain Siddhartha Reddy Jonnalagadda Ming-Wei Chang Iftekhar Naim RALM VLM SyDa 66 42 0 29 Mar 2024
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference Wei-Lin Chiang Lianmin Zheng Ying Sheng Anastasios Nikolas Angelopoulos Tianle Li ... Hao Zhang Banghua Zhu Michael I. Jordan Joseph E. Gonzalez Ion Stoica OSLM 80 536 0 07 Mar 2024
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 76 166 0 31 Dec 2023
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 149 576 0 07 Dec 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 62 93 0 16 Nov 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 181 381 0 13 Oct 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 98 864 0 16 Dec 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 188 9,946 0 17 Jun 2021
Customizing Contextualized Language Models forLegal Document Reviews Shohreh Shaghaghian Luna Feng Feng Borna Jafarpour Nicolai Pogrebnyakov AILaw 69 19 0 10 Feb 2021
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 88 1,337 0 27 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 529 11,979 0 27 Aug 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 99 1,086 0 13 Jan 2019