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Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 669 papers

TitleStatusHype
Reasoning over Public and Private Data in Retrieval-Based SystemsCode1
Construction of Large-Scale Misinformation Labeled Datasets from Social Media Discourse using Label RefinementCode0
Synthetic Disinformation Attacks on Automated Fact Verification SystemsCode1
The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 ClaimsCode0
SGPT: GPT Sentence Embeddings for Semantic SearchCode2
Matching Tweets With Applicable Fact-Checks Across Languages—0
Learning Representations of Entities and Relations—0
UofA-Truth at Factify 2022 : Transformer And Transfer Learning Based Multi-Modal Fact-Checking—0
CsFEVER and CTKFacts: Acquiring Czech data for fact verificationCode0
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access—0
Combining Machine Learning with Knowledge Engineering to detect Fake News in Social Networks-a survey—0
CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media—0
LongChecker: Improving scientific claim verification by modeling full-abstract context—0
Generating Scientific Claims for Zero-Shot Scientific Fact Checking—0
Re2G: Retrieve, Rerank, Generate—0
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document—0
Toward Automatic Misinformation Detection Utilizing Fact-checked Information—0
Natural Language Deduction through Search over Statement Compositions—0
An Adversarial Benchmark for Fake News Detection ModelsCode0
PerCQA: Persian Community Question Answering Dataset—0
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked ClaimsCode1
A Survey on Stance Detection for Mis- and Disinformation Identification—0
Logically at Factify 2022: Multimodal Fact Verification—0
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing—0
Robust Information Retrieval for False Claims with Distracting Entities In Fact Extraction and Verification—0
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
VizExtract: Automatic Relation Extraction from Data Visualizations—0
MultiVerS: Improving scientific claim verification with weak supervision and full-document contextCode1
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources—0
TABi: Type-Aware Bi-encoders for End-to-End Entity Retrieval—0
Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification—0
DialFact: A Benchmark for Fact-Checking in Dialogue—0
Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking—0
WikiContradiction: Detecting Self-Contradiction Articles on WikipediaCode0
Assessing Effectiveness of Using Internal Signals for Check-Worthy Claim Identification in Unlabeled Data for Automated Fact-Checking—0
FaBULOUS: Fact-checking Based on Understanding of Language Over Unstructured and Structured information—0
Automatic Fact-Checking with Document-level Annotations using BERT and Multiple Instance Learning—0
Neural Re-rankers for Evidence Retrieval in the FEVEROUS Task—0
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach—0
Evidence-based Fact-Checking of Health-related ClaimsCode1
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference—0
SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking—0
ClimateBert: A Pretrained Language Model for Climate-Related TextCode1
DirectQuote: A Dataset for Direct Quotation Extraction and Attribution in News ArticlesCode1
DialFact: A Benchmark for Fact-Checking in DialogueCode1
Cross-lingual COVID-19 Fake News DetectionCode1
Explainable Fact-checking through Question Answering—0
Towards Continual Knowledge Learning of Language ModelsCode1
Contrastive Pre-training for Zero-Shot Information Retrieval—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