README.md

---
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 |