machine-generated text detection

Authorship Attribution in Multilingual Machine-Generated Texts ACL 2026 Different Time, Different Language: Revisiting the Bias Against Non-Native Speakers in GPT Detectors EACL 2026 GATech at AbjadGenEval Shared Task: Multilingual Embeddings for Arabic Machine-Generated Text Classification EACL 2026 Identifying Bias in Machine-generated Text Detection ACL 2026 MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026 Multi-level Style Preference Optimization: An Adaptive Detection Framework for Human-Machine Hybrid Text AAAI 2026 Ranking Human and LLM Texts Using Locality Statistics EACL 2026 When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection ACL 2026 AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025 Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025 AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025 Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing ACL 2025 Beemo: Benchmark of Expert-edited Machine-generated Outputs NAACL 2025 Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025 CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection COLING 2025 CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English COLING 2025 CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays COLING 2025 CNLP-NITS-PP at GenAI Detection Task 1: AI-Generated Text Using Transformer-Based Approaches COLING 2025 Deep Kernel Relative Test for Machine-generated Text Detection ICLR 2025 Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025 EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays COLING 2025 Exploring the Limitations of Detecting Machine-Generated Text COLING 2025 GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human COLING 2025 GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge COLING 2025 GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025