machine-generated text detection

138 papers

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Also known as

MGT

Co-occurring keywords

text classification (6776) large language model (12755) binary classification (674) authorship attribution (102) machine-generated text (35) transformer model (1988) multilingual nlp (1423) multilingual detection (21) zero-shot learning (3637) ensemble method (560)

Papers

AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025

Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification EMNLP 2025

GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025

EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays COLING 2025

CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays COLING 2025

Real, Fake, or Manipulated? Detecting Machine-Influenced Text EMNLP 2025

Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025

Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025

Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025

WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia ACL 2025

MAGRET: Machine-generated Text Detection with Rewritten Texts COLING 2025

SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models COLING 2025

OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025

CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection COLING 2025

GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge COLING 2025

Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025

Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025

Your Large Language Models are Leaving Fingerprints COLING 2025

OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution EMNLP 2025

Machine-generated text detection prevents language model collapse EMNLP 2025

Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025

GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human COLING 2025

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction ACL 2025

Exploring the Limitations of Detecting Machine-Generated Text COLING 2025

Paraphrasing Attack Resilience of Various Machine-Generated Text Detection Methods NAACL 2025