conftrace_

ai-generated text detection

81 papers

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Also known as

AGTD AIGT

Co-occurring keywords

text classification (6793) large language model (13587) transformer model (1996) binary classification (678) ensemble method (564) ai-generated text (16) adversarial attack (1621) machine-generated text detection (141) natural language processing (2034) contrastive learning (4032)

Papers

MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models COLING 2025
NLP_goats_DravidianLangTech_2025__Detecting_AI_Written_Reviews_for_Consumer_Trust NAACL 2025
CUET_Absolute_Zero@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Malayalam and Tamil Language Using Transformer Models NAACL 2025
Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews IJCNLP 2025
Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation IJCNLP 2025
Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning IJCNLP 2025
GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection IJCNLP 2025
AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text COLING 2025
SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs COLING 2025
TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts COLING 2025
nits_teja_srikar at GenAI Detection Task 2: Distinguishing Human and AI-Generated Essays Using Machine Learning and Transformer Models COLING 2025
EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays COLING 2025
CNLP-NITS-PP at GenAI Detection Task 2: Leveraging DistilBERT and XLM-RoBERTa for Multilingual AI-Generated Text Detection COLING 2025
RA at GenAI Detection Task 2: Fine-tuned Language Models For Detection of Academic Authenticity, Results and Thoughts COLING 2025
Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations NAACL 2025
DART: An AIGT Detector using AMR of Rephrased Text NAACL 2025
MixRevDetect: Towards Detecting AI-Generated Content in Hybrid Peer Reviews. NAACL 2025
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models ACL 2025
Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking ACL 2025
How to Generalize the Detection of AI-Generated Text: Confounding Neurons EMNLP 2025
Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry EMNLP 2025
Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews AACL 2025
Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning AACL 2025
Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation AACL 2025
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text NAACL 2024