datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
researchscope-papers
ResearchScope Papers
Open CS research paper dataset maintained by ResearchScope.
Updated automatically via GitHub Actions.
Quick start
from datasets import load_dataset
ds = load_dataset("kishormorol/researchscope-papers", "papers", split="train")
print(ds[0])
See Usage below for per-source splits, instruction-tuning, and the per-section fine-tuning data.
Stats
34,906 papers (raw metadata) — 9,906 arXiv · 20,000 conference · 5,000 journal
174,082… See the full description on the dataset page: https://huggingface.co/datasets/kishormorol/researchscope-papers.writing-model-papers-2016-2021
writing-model-papers-2016-2021
Private snapshot of papers from 2016 through 2021 (2022 excluded), filtered to the venue catalog under venues/ in the writing_model project.
PDFs are open-access only (arXiv, CVF, NeurIPS, PMLR, ACL Anthology, USENIX, JMLR). Paywalled publisher copies were not collected. The PDF tree stopped at a 48 GB disk budget.
Layout
path
contents
metadata/*.jsonl
one file per venue: title, year, authors, abstract, doi, arxiv_id… See the full description on the dataset page: https://huggingface.co/datasets/JonesLin/writing-model-papers-2016-2021.vecforge-paper-corpus
Note (rebuild in progress): figures are being re-extracted with a fixed extractor (cleaner crops). The image-preview config (Parquet with an inline column + difficulty/type/score labels) returns after re-classification. The config (paper metadata + links) is live now.
VecForge Paper Corpus
A pristine, deduplicated collection of 59,732 top-venue AI/ML/CV/NLP/Robotics papers (2020-2024) with
every captioned figure and full paper text, for research on figure understanding… See the full description on the dataset page: https://huggingface.co/datasets/debajyotidasgupta/vecforge-paper-corpus.claude-fable-5-claude-code
claude-fable-5 Agent Traces
It's worth noting that our team was working with Glint-Research to collect as much fable data as possible.
These are just the anonymized raw traces of both of our teams combined. This means that Glint-Research/Fable-5-traces was created from formatting and splitting up this same dataset. If you use one for your tune, don't use the other (it's the same exact data).
For training on this dataset I recommend using the teich package to convert to openai… See the full description on the dataset page: https://huggingface.co/datasets/paperworkmg/claude-fable-5-claude-code.paper-tex-corpus
K. Takahashi Paper TeX Corpus
This dataset publishes K. Takahashi's TeX research corpus in four complementary views:
canonical DOI records, uncatalogued archive records, section-aware retrieval chunks, and
an inventory of the original source ZIPs. The unmodified ZIP files are available under
raw/, while all viewer-facing data is provided directly as Parquet.
What this dataset is for
The purpose of this dataset is to make a collection of scholarly TeX sources… See the full description on the dataset page: https://huggingface.co/datasets/kadubon/paper-tex-corpus.iclr-rejected-papers-with-code-1k
Rejected ICLR Papers with Reviews and Code
This dataset contains 1,000 rejected ICLR submissions from 2018–2026. Each row
has the OpenReview submission metadata and reviews, the rejected submission PDF,
and a commit-pinned archive of a matched public GitHub repository.
This collection was built directly from OpenReview. It does not use a
third-party ICLR review dataset.
Project repository: TheAppliedScientist
Contents
1,000 unique rejected OpenReview submissions… See the full description on the dataset page: https://huggingface.co/datasets/Vidushee/iclr-rejected-papers-with-code-1k.tsiolkovsky-papers
Tsiolkovsky Papers: the complete personal archive as a machine-readable corpus
Machine transcriptions of all 51,008 sheets of fond 555 of the Archive of the
Russian Academy of Sciences — the personal archive of Konstantin Tsiolkovsky
(1857–1935), who derived the rocket equation and described the multistage rocket
decades before anyone could test either.
The archive had been scanned and put online, but without a catalogue you could
query, full-text search, or a dataset. This is… See the full description on the dataset page: https://huggingface.co/datasets/vladimirbesk/tsiolkovsky-papers.papers
📚 Authoritative AI Research & Projects Report
Generated: 2026-05-17 16:16:40 UTC
Repository Destination: aoiandroid/papers
🏆 Top Hugging Face Daily Papers
Curated list of the most highly upvoted recent research papers on Hugging Face Hub.
[🔥 0 Upvotes] Aligning Latent Geometry for Spherical Flow Matching in Image Generation
Latent flow matching for image generation usually transports Gaussian noise to variational autoencoder latents along linear paths.… See the full description on the dataset page: https://huggingface.co/datasets/aoiandroid/papers.PaperWritingBench
PaperWritingBench 🎻
PaperWritingBench is the first benchmark designed to evaluate how well autonomous AI research paper writing systems can synthesize raw research materials into submission-ready papers.
[Paper] [Project Page] [Code]
Dataset Structure
This repository contains:
datasets.zip: The full dataset containing cvpr2025 and iclr2025 folders with raw materials.
metadata.json: A JSON file listing metadata for all 200 papers, including venue, paper ID, number… See the full description on the dataset page: https://huggingface.co/datasets/yiwen-song/PaperWritingBench.paper2env-trajectories
Paper2Env — Agent Trajectories
Multi-turn agent trajectories collected by running language-model coding agents
against the thibble/paper2env-paperbench
task suite (papers from the Paper2Env curated set). One row per
(paper_id, task_id, model, rollout_index).
train split: 7189 rows
test split: 3260 rows (held-out papers: bbox, lca-on-the-line,
rice, sapg, self-composing-policies)
The train / test divide is by paper, not by row, so there is no leakage.
Filtering (this is… See the full description on the dataset page: https://huggingface.co/datasets/thibble/paper2env-trajectories.llm-rag-agent-papers
llm-rag-agent-papers
Research papers on LLM, RAG, and AI Agents - Knowledge base for RAG pipeline
Dataset Structure
This dataset contains three subsets:
llm: Large Language Model related content
rag: Retrieval-Augmented Generation related content
agent: AI Agent related content
Usage
from datasets import load_dataset
# Load all subsets
dataset = load_dataset("GXMZU/llm-rag-agent-papers")
# Load specific subset
llm_data =… See the full description on the dataset page: https://huggingface.co/datasets/GXMZU/llm-rag-agent-papers.speculative-decoding-papers
Speculative Decoding Papers — FineSet
A research-paper dataset on Speculative Decoding Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on Speculative Decoding Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored:… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/speculative-decoding-papers.scientific_papers_citation_scores
Dataset Summary
This dataset comprises an array of scientific papers, each paper is associated with a series of scores.
These scores quantify the number of citations each paper has received.
The data regarding the papers and their citations were sourced from OpenCitations, a comprehensive and accessible online database of scholarly citations (available at https://opencitations.net/).
How are these scores calculated?
Imagine a tree where papers are nodes and citations… See the full description on the dataset page: https://huggingface.co/datasets/JoaoCoelho/scientific_papers_citation_scores.paper2env
Paper2Env
Consolidated release of the Paper2Env task suite + agent trajectories used in our NeurIPS 2026 submission. Four subsets live under one repo:
config
rows
description
paperbench
190
Tasks built from the curated Paper2Env paper set (12 papers, dense per-paper coverage). The 5 held-out test papers are excluded — they live exclusively in the test config.
scraped
174
Tasks built from a wider auto-scraped paper pool (130 papers, mostly 1 task / paper).
test
21
The… See the full description on the dataset page: https://huggingface.co/datasets/thibble/paper2env.PaperWritingBench
PaperWritingBench 🎻
PaperWritingBench is the first benchmark designed to evaluate how well autonomous AI research paper writing systems can synthesize raw research materials into submission-ready papers.
[Paper] [Project Page] [Code]
Dataset Structure
This repository contains:
datasets.zip: The full dataset containing cvpr2025 and iclr2025 folders with raw materials.
metadata.json: A JSON file listing metadata for all 200 papers, including venue, paper ID, number… See the full description on the dataset page: https://huggingface.co/datasets/hujunpu/PaperWritingBench.efficient-llm-papers
Efficient LLM Papers — FineSet
A research-paper dataset on Efficient LLM Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-12.
It is not auto-updated. Research on Efficient LLM Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored: quality_score float… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/efficient-llm-papers.long-context-llm-papers
Long-Context LLM Papers — FineSet
A research-paper dataset on Long-Context LLM Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on Long-Context LLM Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored: quality_score… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/long-context-llm-papers.federated-learning-papers
Federated Learning Papers — FineSet
A research-paper dataset on Federated Learning Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on Federated Learning Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored:… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/federated-learning-papers.researchscope-papers
ResearchScope Papers
Open CS research paper dataset maintained by ResearchScope.
Updated automatically via GitHub Actions.
Stats
102,058 papers (raw metadata)
473,434 instruction-tuning rows
Sources: arXiv, OpenAlex, ACL Anthology, OpenReview, PMLR, CVF, Semantic Scholar
Venues: NeurIPS, ICML, ICLR, ACL, EMNLP, CVPR, AAAI, IJCAI, JMLR, TMLR, TACL, TPAMI, NMI and more
Files
File
Description
data/papers.jsonl
Raw paper metadata — title… See the full description on the dataset page: https://huggingface.co/datasets/eliteresearch/researchscope-papers.paper-url-extraction-v1
Papers With Code URL Extraction
A representative dataset for training and evaluating tool-using agents that
find the official GitHub repository and project page for an AI research paper.
It was prepared for the pwc-url-extraction-v1 Prime/verifiers environment.
Splits
Split
Rows
train
4,000
validation
500
test
500
Rows were sampled with seed 13 from up to 120,000 Papers With Code candidates,
stratified by paper year and known URL state.… See the full description on the dataset page: https://huggingface.co/datasets/nielsr/paper-url-extraction-v1.llm-watermarking-papers
LLM Watermarking & Copyright Detection Papers — FineSet
A research-paper dataset on LLM Watermarking & Copyright Detection Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on LLM Watermarking & Copyright Detection Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom.… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/llm-watermarking-papers.llm-agent-papers
LLM Agent & Tool-Use Papers — FineSet
A research-paper dataset on LLM Agent & Tool-Use Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-12.
It is not auto-updated. Research on LLM Agent & Tool-Use Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored:… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/llm-agent-papers.synthetic-data-papers
Synthetic Data Papers — FineSet
A research-paper dataset on Synthetic Data Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-12.
It is not auto-updated. Research on Synthetic Data Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored: quality_score float… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/synthetic-data-papers.arxiv-paper-insights
arXiv Paper Insights
Overview
arXiv Paper Insights is a public dataset for arXiv paper discovery, recommendations, and structured research insights.
The dataset is derived from LinxSci (https://linxsci.com), a paper reading and insight platform focused on arXiv papers.
For any paper in this dataset, you can open:
https://linxsci.com/pdf/{arxiv_id}
to read the paper and view the corresponding insights on LinxSci.
Related Links
LinxSci: https://linxsci.com… See the full description on the dataset page: https://huggingface.co/datasets/LinxSci/arxiv-paper-insights.mechanistic-interpretability-papers
Mechanistic Interpretability Papers — FineSet
A research-paper dataset on Mechanistic Interpretability Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-12.
It is not auto-updated. Research on Mechanistic Interpretability Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/mechanistic-interpretability-papers.protein-language-models-papers
Protein Language Models Papers — FineSet
A research-paper dataset on Protein Language Models Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on Protein Language Models Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/protein-language-models-papers.time-series-foundation-models-papers
Time Series Foundation Models Papers — FineSet
A research-paper dataset on Time Series Foundation Models Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on Time Series Foundation Models Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/time-series-foundation-models-papers.ai-paper-intellectual-lineage-2023
Intellectual Lineage of Impactful AI Research Papers (2023-2024)
Dataset Description
This dataset contains 20 impactful AI research papers published between 2022-2024, along with their intellectual lineage - tracing 1-2 key prior works each paper builds upon, and a ~300-word paragraph explaining the relationship between the current work and its foundations.
Purpose
Understanding how research ideas evolve and build upon prior work is crucial for:
Researchers… See the full description on the dataset page: https://huggingface.co/datasets/AmberLJC/ai-paper-intellectual-lineage-2023.paper2thesis1.0
Paper2Thesis
Anonymized release for NeurIPS 2026 Datasets and Benchmarks Track review.
The non-anonymous version, including author information and a permanent DOI, will be released upon acceptance.
Overview
Paper2Thesis is a benchmark for extreme-length multi-document synthesis. Each instance maps a set of input arXiv research papers to a target arXiv PhD thesis. The task requires generating a thesis-scale document that integrates multiple papers into a coherent… See the full description on the dataset page: https://huggingface.co/datasets/anon-nips2026/paper2thesis1.0.vision-language-action-papers
Vision-Language-Action (VLA) & Robot Learning Papers — FineSet
A research-paper dataset on Vision-Language-Action (VLA) & Robot Learning Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on Vision-Language-Action (VLA) & Robot Learning Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/vision-language-action-papers.