SOTAVerified

Binary text classification

Papers

Showing 110 of 20 papers

TitleStatusHype
Reliable Decision Support with LLMs: A Framework for Evaluating Consistency in Binary Text Classification Applications0
GigaCheck: Detecting LLM-generated Content0
Calibrated Large Language Models for Binary Question Answering0
Hoaxpedia: A Unified Wikipedia Hoax Articles DatasetCode0
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?Code2
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based ModelsCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
Ghostbuster: Detecting Text Ghostwritten by Large Language ModelsCode1
MAGE: Machine-generated Text Detection in the WildCode2
Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B)F1 score0.97Unverified
2RoBERTaF1 score0.52Unverified