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M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection

Feb 17, 2024
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohanned Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

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Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations

Mar 06, 2024
Abhishek Anand, Negar Mokhberian, Prathyusha Naresh Kumar, Anweasha Saha, Zihao He, Ashwin Rao, Fred Morstatter, Kristina Lerman

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Pushing The Limit of LLM Capacity for Text Classification

Feb 16, 2024
Yazhou Zhang, Mengyao Wang, Chenyu Ren, Qiuchi Li, Prayag Tiwari, Benyou Wang, Jing Qin

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Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation

Feb 19, 2024
Yi Liu, Guowei Yang, Gelei Deng, Feiyue Chen, Yuqi Chen, Ling Shi, Tianwei Zhang, Yang Liu

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A Bit of a Problem: Measurement Disparities in Dataset Sizes Across Languages

Mar 01, 2024
Catherine Arnett, Tyler A. Chang, Benjamin K. Bergen

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Large Language Models for Simultaneous Named Entity Extraction and Spelling Correction

Mar 01, 2024
Edward Whittaker, Ikuo Kitagishi

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Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs

Mar 08, 2024
Raghavv Goel, Mukul Gagrani, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott

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Effects of term weighting approach with and without stop words removing on Arabic text classification

Feb 21, 2024
Esra'a Alhenawi, Ruba Abu Khurma, Pedro A. Castillo, Maribel G. Arenas

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Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing

Mar 06, 2024
Sergio Rubio-Martín, María Teresa García-Ordás, Martín Bayón-Gutiérrez, Natalia Prieto-Fernández, José Alberto Benítez-Andrades

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PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods

Feb 20, 2024
Sławomir Dadas, Michał Perełkiewicz, Rafał Poświata

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