SOTAVerified

Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 669 papers

TitleStatusHype
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models—0
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI—0
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs—0
Improving Factuality with Explicit Working Memory—0
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging—0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs—0
Improving the fact-checking performance of language models by relying on their entailment ability—0
In Crowd Veritas: Leveraging Human Intelligence To Fight Misinformation—0
InFact: A Strong Baseline for Automated Fact-Checking—0
Integrating Stance Detection and Fact Checking in a Unified Corpus—0
Interactive Evidence Detection: train state-of-the-art model out-of-domain or simple model interactively?—0
Joint Verification and Reranking for Open Fact Checking Over Tables—0
Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms—0
KGI: An Integrated Framework for Knowledge Intensive Language Tasks—0
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction—0
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment—0
Knowledge Graphs Querying—0
Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong—0
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models—0
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation—0
Learning Source Biases: Multisource Misspecifications and Their Impact on Predictions—0
Learning Representations of Entities and Relations—0
Learning to Generate and Evaluate Fact-checking Explanations with Transformers—0
Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims—0
Leveraging Social Discourse to Measure Check-worthiness of Claims for Fact-checking—0
LiveFC: A System for Live Fact-Checking of Audio Streams—0
LLMs Will Always Hallucinate, and We Need to Live With This—0
Logical Consistency of Large Language Models in Fact-checking—0
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network—0
Logically at Factify 2: A Multi-Modal Fact Checking System Based on Evidence Retrieval techniques and Transformer Encoder Architecture—0
Logically at Factify 2022: Multimodal Fact Verification—0
LongChecker: Improving scientific claim verification by modeling full-abstract context—0
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification—0
LoraMap: Harnessing the Power of LoRA Connections—0
Lost in Translation -- Multilingual Misinformation and its Evolution—0
LRQ-Fact: LLM-Generated Relevant Questions for Multimodal Fact-Checking—0
Machine Learning Approach to Fact-Checking in West Slavic Languages—0
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media—0
Matching Tweets With Applicable Fact-Checks Across Languages—0
MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection—0
Position: Key Claims in LLM Research Have a Long Tail of Footnotes—0
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction—0
Mitigating the Diminishing Effect of Elastic Weight Consolidation—0
Modeling Factual Claims with Semantic Frames—0
Modeling Information Change in Science Communication with Semantically Matched Paraphrases—0
Monitoring Fact Preservation, Grammatical Consistency and Ethical Behavior of Abstractive Summarization Neural Models—0
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters—0
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims—0
Multimodal Large Language Models to Support Real-World Fact-Checking—0
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs—0
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All datasetsSciFact (BEIR)CLIMATE-FEVER (BEIR)FEVER (BEIR)AVeriTeC.CDCDLIAR2

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.78—Unverified
2SGPT-BE-5.8BnDCG@100.75—Unverified
3BM25+CEnDCG@100.69—Unverified
4SGPT-CE-6.1BnDCG@100.68—Unverified
5ColBERTnDCG@100.67—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BnDCG@100.31—Unverified
2monoT5-3BnDCG@100.28—Unverified
3BM25+CEnDCG@100.25—Unverified
4SGPT-CE-6.1BnDCG@100.16—Unverified
#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.85—Unverified
2BM25+CEnDCG@100.82—Unverified
3SGPT-BE-5.8BnDCG@100.78—Unverified
4SGPT-CE-6.1BnDCG@100.73—Unverified
#ModelMetricClaimedVerifiedStatus
1HerOQuestion Only score0.48—Unverified
2CTU AICQuestion Only score0.46—Unverified
3InFactQuestion Only score0.45—Unverified
#ModelMetricClaimedVerifiedStatus
1Abc0..5sec2—Unverified
#ModelMetricClaimedVerifiedStatus
1MA-CINPrecision0.26—Unverified
#ModelMetricClaimedVerifiedStatus
1FDHNAccuracy (Test)0.7—Unverified