datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fever-qrels
Dataset Card for BEIR Benchmark
Dataset Summary
BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks:
Fact-checking: FEVER, Climate-FEVER, SciFact
Question-Answering: NQ, HotpotQA, FiQA-2018
Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus
News Retrieval: TREC-NEWS, Robust04
Argument Retrieval: Touche-2020, ArguAna
Duplicate Question Retrieval: Quora, CqaDupstack
Citation-Prediction: SCIDOCS
Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/fever-qrels.climate-fever-qrels
Dataset Card for BEIR Benchmark
Dataset Summary
BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks:
Fact-checking: FEVER, Climate-FEVER, SciFact
Question-Answering: NQ, HotpotQA, FiQA-2018
Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus
News Retrieval: TREC-NEWS, Robust04
Argument Retrieval: Touche-2020, ArguAna
Duplicate Question Retrieval: Quora, CqaDupstack
Citation-Prediction: SCIDOCS
Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/climate-fever-qrels.Poly-FEVER
Poly-FEVER: A Multilingual Hallucination Detection Benchmark
Poly-FEVER is a controlled multilingual benchmark for factuality judgment and
hallucination detection. It extends FEVER, Climate-FEVER, and SciFact to 77,973
aligned claims in 11 languages. Each claim shares the same binary label across
languages and includes topic metadata from a 22-topic LDA model, allowing
language to vary while factual content and ground truth remain fixed.
Dataset overview… See the full description on the dataset page: https://huggingface.co/datasets/HanzhiZhang/Poly-FEVER.fever-ner
FEVER Entity Retrieval Benchmark
Frozen benchmark for evaluating retrieval methods on the BEIR FEVER dataset (5.4M Wikipedia articles, 6,666 test queries). All data is pre-built so you can test a new method without re-running BM25 or dense retrieval.
Files
Core benchmark data (for testing new methods)
File
Size
What it is
beir_pool.json
31 MB
BM25 top-100 candidate pool (k1=1.2, b=0.75). 6,666 queries, each with 100 candidate docids +… See the full description on the dataset page: https://huggingface.co/datasets/Kim-el/fever-ner.fever_dplace_q
FEVER-DPLACE-Q
FEVER-DPLACE-Q is a controlled English dataset of 185 manually reviewed question–answer triplets.It merges structured factual statements from FEVER (Thorne et al., 2018) and D-PLACE (Kirby et al., 2016) to study entailment, contradiction, and cultural discrepancy through generated examples.
Each entry contains two answers—one supporting and one contradicting the claim—along with reasoning outputs from multiple large language models (GPT-4o, LLaMA-3.3:70B, and… See the full description on the dataset page: https://huggingface.co/datasets/lcalvobartolome/fever_dplace_q.Poly-FEVER
Dataset Card for Poly-FEVER
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Poly-FEVER is a multilingual fact verification benchmark designed to evaluate hallucination detection in large language models (LLMs). It extends three widely used fact-checking datasets—FEVER, Climate-FEVER, and SciFact—by translating claims into 11 languages, enabling cross-linguistic… See the full description on the dataset page: https://huggingface.co/datasets/Adhitya7/Poly-FEVER.ncdc_lassa_fever_timeseries
NCDC Lassa Fever Weekly Timeseries Dataset (Nigeria, 2020–2025)
Version: 1.0
Maintainer: Emmanuel Niyi-Oriolowo
License: CC BY 4.0
Last Updated: 01-12-2025
1. Overview
This repository provides a consolidated and standardized dataset of weekly Lassa fever surveillance data in Nigeria from 2020 to 2025. The dataset is derived from the Nigeria Centre for Disease Control (NCDC) Weekly Epidemiological Reports, which are published as PDF documents.
The primary objective of… See the full description on the dataset page: https://huggingface.co/datasets/EmanuelN/ncdc_lassa_fever_timeseries.Poly-FEVER-Urdu-Translation
Poly-FEVER Urdu Translation
Dataset Description
This dataset is an Urdu language extension of the original
Poly-FEVER
benchmark — a multilingual fact verification dataset for hallucination
detection in Large Language Models.
Urdu (اردو) is spoken by over 230 million people worldwide but was not
included in the original Poly-FEVER dataset, which covers 11 languages.
This dataset fills that gap by providing complete translations of all
77,971 factual claims… See the full description on the dataset page: https://huggingface.co/datasets/Urwashanza/Poly-FEVER-Urdu-Translation.FEVER_claim_extractionI found this dataset on my harddrive, which if I remember correctly I got from the source mentioned in the paper:
"Claim extraction from text using transfer learning" - By Acharya Ashish Prabhakar, Salar Mohtaj, Sebastian Möller
https://aclanthology.org/2020.icon-main.39/
The github repo with the data seems down.
It extends FEVER dataset with non-claims for training claim detectors.
nndss-table-1oo-viral-hemorrhagic-fevers-machupo-v
NNDSS - TABLE 1OO. Viral hemorrhagic fevers, Machupo virus to Viral hemorrhagic fevers, Sabia virus
Description
NNDSS - TABLE 1OO. Viral hemorrhagic fevers, Machupo virus to Viral hemorrhagic fevers, Sabia virus – 2021. In this Table, provisional cases* of notifiable diseases are displayed for United States, U.S. territories, and Non-U.S. residents.
Notice: Due to data processing issues at CDC, data for the following jurisdictions may be incomplete for week 7: Alaska… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nndss-table-1oo-viral-hemorrhagic-fevers-machupo-v.fever_reranker_no_nei0: RELEVANT
1: RELEVANT
this is the good one use this one
fever-subclimate_fever_reranker0: RELEVANT
1: NOT_RELEVANT
nndss-table-ii-spotted-fever-rickettsiosis-to-syph
NNDSS - Table II. Spotted Fever Rickettsiosis to Syphilis
Description
NNDSS - Table II. Spotted Fever Rickettsiosis to Syphilis - 2014.In this Table, all conditions with a 5-year average annual national total of more than or equals 1,000 cases but less than or equals 10,000 cases will be displayed (��� 1,000 and ��_ 10,000). The Table includes total number of cases reported in the United States, by region and by states, in accordance with the current method of displaying… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nndss-table-ii-spotted-fever-rickettsiosis-to-syph.nndss-table-1nn-viral-hemorrhagic-fevers-junin-vir
NNDSS - TABLE 1NN. Viral hemorrhagic fevers, Junin virus to Viral hemorrhagic fevers, Lujo virus
Description
NNDSS - TABLE 1NN. Viral hemorrhagic fevers, Junin virus to Viral hemorrhagic fevers, Lujo virus - 2019. In this Table, provisional cases* of notifiable diseases are displayed for United States, U.S. territories, and Non-U.S. residents.
Note:
This table contains provisional cases of national notifiable diseases from the National Notifiable Diseases Surveillance… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nndss-table-1nn-viral-hemorrhagic-fevers-junin-vir.nndss-table-1pp-yellow-fever-to-zika-virus-disease
NNDSS - TABLE 1PP. Yellow fever to Zika virus disease, non-congenital
Description
NNDSS - TABLE 1PP. Yellow fever to Zika virus disease, non-congenital - 2019. In this Table, provisional cases* of notifiable diseases are displayed for United States, U.S. territories, and Non-U.S. residents.
Note:
This table contains provisional cases of national notifiable diseases from the National Notifiable Diseases Surveillance System (NNDSS). NNDSS data from the 50 states, New York… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nndss-table-1pp-yellow-fever-to-zika-virus-disease.nndss-table-1mm-viral-hemorrhagic-fevers-chapare-v
NNDSS - TABLE 1MM. Viral hemorrhagic fevers, Chapare virus to Ebola virus
Description
NNDSS - TABLE 1MM. Viral hemorrhagic fevers, Chapare virus to Ebola virus – 2022. In this Table, provisional cases* of notifiable diseases are displayed for United States, U.S. territories, and Non-U.S. residents.
Notes:
• These are weekly cases of selected infectious national notifiable diseases, from the National Notifiable Diseases Surveillance System (NNDSS). NNDSS data reported by… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nndss-table-1mm-viral-hemorrhagic-fevers-chapare-v.