Thomas Arnold

4 papers · 2022–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ACL (1) COLING (1) EACL (1) SemEval (1)

Top co-authors

Jonibek Mansurov (3) Tarek Mahmoud (3) Jinyan Su (3) Akim Tsvigun (3) Artem Shelmanov (3) Osama Mohammed Afzal (3) Petar Ivanov (3) Yuxia Wang (3) Nizar Habash (2) Preslav Nakov (2)

Research topics

Natural Language Processing (4) Artificial Intelligence (3) Machine Learning (3) Applications (3) Core AI (3) Core Methods (2) Security & Privacy (1) Application Areas (1) Differential Privacy (1) Generation (1) Learning Paradigms (1) Resources & Methods (1)

Keywords

machine-generated text detection (3) text classification (3) multilingual detection (2) binary classification (2) multilingual nlp (2) text rewriting (1) multilingual benchmark (1) binary detection (1) model authorship identification (1) multilingual transfer (1) large language model (1) source detection (1) llm detection (1) differential privacy (1) authorship classification (1) benchmark evaluation (1) domain generalization (1) text generation (1) authorship attribution (1)

Papers

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection ACL 2024 M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection EACL 2024 SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection SemEval 2024 DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting COLING 2022