README.md

metadata

license: cc-by-4.0
task_categories:
  - text-retrieval
language:
  - en
tags:
  - citation
  - retrieval
  - arxiv
  - neurips
  - benchmark
pretty_name: FORAGE
configs:
  - config_name: neurips25
    data_files:
      - split: cited_papers
        path: neurips25/cited_papers.parquet
      - split: source_papers
        path: neurips25/source_papers.parquet

The FORAGE Dataset

FORAGE (Finding Out Related Articles via Generative Exploration) is an agentic retrieval benchmark based on the related works prediction task.

Subset: neurips25

Split	Rows	Description
source_papers	1,024	NeurIPS 2025 papers used as queries
cited_papers	25,050	Retrieval corpus of cited papers

source_papers columns

Column	Type	Description
id	string	NeurIPS 2025 submission ID
content	string	Full paper text (Markdown)
arxiv_id	string	arXiv identifier
title	string	Paper title
abstract	string	Paper abstract
author	string	Semicolon-separated author names
first_author_last_name	string	Last name of first author
related_work	list[string]	arXiv IDs cited in Related Work — primary eval target
all_cited	list[string]	arXiv IDs cited anywhere in the paper

cited_papers columns

Column	Type	Description
id	string	arXiv paper ID
content	string	Full paper text (Markdown)
title	string	Paper title
abstract	string	Paper abstract
first_author_last_name	string	Last name of first author
year	int32	Publication year
created	date	arXiv submission date