BIRCO: A Benchmark of Information Retrieval Tasks with Complex
Objectives

BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives

21 February 2024

Papers citing "BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives"

12 / 12 papers shown

Title
A Reasoning-Focused Legal Retrieval Benchmark Lucia Zheng Neel Guha Javokhir Arifov Sarah Zhang Michal Skreta Christopher D. Manning Peter Henderson Daniel E. Ho AILaw RALM ELM 140 4 0 06 May 2025
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 79 1 0 25 Feb 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 65 235 0 30 Jun 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank Jiduan Liu Jiahao Liu Qifan Wang Jingang Wang Wei Wu Yunsen Xian Dongyan Zhao Kai Chen Rui Yan SSL 44 35 0 26 May 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 137 576 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 58 93 0 16 Nov 2022
RELIC: Retrieving Evidence for Literary Claims Katherine Thai Yapei Chang Kalpesh Krishna Mohit Iyyer RALM 36 16 0 18 Mar 2022
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Thomas Diggelmann Jordan L. Boyd-Graber Jannis Bulian Massimiliano Ciaramita Markus Leippold 40 200 0 01 Dec 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 77 440 0 30 Apr 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 341 24,160 0 26 Jul 2019
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 91 1,621 0 14 Mar 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 86 9,312 0 09 Feb 2018