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

TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques NAACL 2024

Groningen Group E at SemEval-2024 Task 8: Detecting machine-generated texts through pre-trained language models augmented with explicit linguistic-stylistic features NAACL 2024

FI Group at SemEval-2024 Task 8: A Syntactically Motivated Architecture for Multilingual Machine-Generated Text Detection NAACL 2024

Team Innovative at SemEval-2024 Task 8: Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text Detection NAACL 2024

AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text NAACL 2024

Team Unibuc - NLP at SemEval-2024 Task 8: Transformer and Hybrid Deep Learning Based Models for Machine-Generated Text Detection NAACL 2024

RKadiyala at SemEval-2024 Task 8: Black-Box Word-Level Text Boundary Detection in Partially Machine Generated Texts NAACL 2024

UMUTeam at SemEval-2024 Task 8: Combining Transformers and Syntax Features for Machine-Generated Text Detection NAACL 2024

DUTh at SemEval 2024 Task 8: Comparing classic Machine Learning Algorithms and LLM based methods for Multigenerator, Multidomain and Multilingual Machine-Generated Text Detection NAACL 2024

SCaLAR at SemEval-2024 Task 8: Unmasking the machine : Exploring the power of RoBERTa Ensemble for Detecting Machine Generated Text NAACL 2024

USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings NAACL 2024

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection NAACL 2024

DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts NAACL 2024

OctavianB at SemEval-2024 Task 6: An exploration of humanlike qualities of hallucinated LLM texts NAACL 2024

TueSents at SemEval-2024 Task 8: Predicting the Shift from Human Authorship to Machine-generated Output in a Mixed Text NAACL 2024

Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ACL 2024

WatME: Towards Lossless Watermarking Through Lexical Redundancy ACL 2024

An Entropy-based Text Watermarking Detection Method ACL 2024

SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation EMNLP 2024

Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024

Multi-Loss Fusion: Angular and Contrastive Integration for Machine-Generated Text Detection EMNLP 2024

IMGTB: A Framework for Machine-Generated Text Detection Benchmarking ACL 2024

Machine-Generated Text Localization ACL 2024

Overview of the DagPap24 Shared Task on Detecting Automatically Generated Scientific Paper ACL 2024

RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors ACL 2024