fact-verification 开源项目推荐（69 个）

xlang-ai /UnifiedSKG

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

ICTMCG /LLM-for-misinformation-research

使用（多模态）大型语言模型（即（M）LLMs的错误信息研究论文列表。

xlang-ai /Binder

[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"

microsoft /Table-Pretraining

ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor

zorazrw /filco

[Preprint] Learning to Filter Context for Retrieval-Augmented Generaton

thunlp /KernelGAT

The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.

The-Osint-Toolbox /Fact-Checking-Verification

Find helpful tools and resources to help you fact check and analyse, fake news and AI generated imagery.

teacherpeterpan /Zero-shot-Fact-Verification

Codes for ACL-IJCNLP 2021 Paper "Zero-shot Fact Verification by Claim Generation"

nguyenvo09 /EACL2021

This is the PyTorch code + data repository for paper "Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection", EACL 2021

som-shahlab /factehr

Fact Verification for Clinical Notes with LLMs

deshwalmahesh /claimify

Unofficial implementation of Microsoft’s Claimify Paper: extracts specific, verifiable, decontextualized claims from LLM Q&A to be used for Hallucination, Groundedness, Relevancy and Truthfulness detection

ssu-humane /HerO

The code for HerO: a fact-checking pipeline based on open LLMs (the runner-up in AVeriTeC)

nju-websoft /OKELE

Open Knowledge Enrichment for Long-tail Entities, WWW 2020

IKMLab /CFEVER-data

AAAI-24 CFEVER: A Chinese Fact Extraction and VERification Dataset

luka-group /Salience-aware-Learning

[EMNLP 2021] Table-based Fact Verification with Salience-aware Learning.

lucasfrag /automated-fact-checking-in-pt-br

This repository contains the code to reproduce the work "Automated Fact-Checking in Brazilian Portuguese: Resources and Baselines", accepted at STIL 2025.

AndyChiangSH /Pre-CoFactv3

Code for AAAI 2024 Workshop Paper: “Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning”

Zarharan /ParsFEVER

The first dataset for Farsi fact extraction and verification

fake-news-UFG /FactChecks.br

Collection of Portuguese Fact-Checking Benchmarks.

parkjui92 /fact-verify

AI 조사 결과의 출처를 믿기 전에 검증하는 Claude Code 스킬 — 주장–근거 원장으로 발췌를 원문과 기계 대조, 4-Tier·재인용 체인·URL/DOI 실존 확인, 한국 학술DB(KCI·RISS·NKIS) 대응 | Source-verification gate with a claim–evidence ledger that checks excerpts against saved originals