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

AbjadGenEval: Abjad AI Generated Text Detection Shared Task for Languages Using Arabic Script at AbjadNLP 2026 EACL 2026
LoRAD: Low-Resource AI-Generated Text Detection with XLM-RoBERTa EACL 2026
Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry ACL 2026
Exons-Detect: Identifying and Amplifying Exonic Tokens via Hidden-State Discrepancy for Robust AI-Generated Text Detection ACL 2026
XLMR-Urdu at AbjadGenEval Shared Task: A Data-Centric Transformer-Based Approach for AI-Generated Urdu Text Detection EACL 2026
NileUn at AbjadGenEval Shared Task: Contrastive Learning with Stacking Ensemble for Efficient Arabic AI-Generated Text Detection EACL 2026
HCMUS_TheFangs at AbjadGenEval Shared Task: Weighted Layer Pooling with Attention Fusion for Arabic AI-Generated Text Detection EACL 2026
Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection ACL 2026
Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI ACL 2026
CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection ACL 2026
SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs COLING 2025
CIC-NLP@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages NAACL 2025
TurQUaz at GenAI Detection Task 1:Dr. Perplexity or: How I Learned to Stop Worrying and Love the Finetuning COLING 2025
AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text COLING 2025
Ensemble Watermarks for Large Language Models ACL 2025
GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection IJCNLP 2025
TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts COLING 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
AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts EMNLP 2025
Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025
NLP_goats_DravidianLangTech_2025__Detecting_AI_Written_Reviews_for_Consumer_Trust NAACL 2025
When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025
CUET_Absolute_Zero@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Malayalam and Tamil Language Using Transformer Models NAACL 2025
People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text ACL 2025
MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models COLING 2025