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A Modular Approach for Multimodal Summarization of TV Shows

Mar 07, 2024
Louis Mahon, Mirella Lapata

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SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models

Mar 04, 2024
Xiang Gao, Jiaxin Zhang, Lalla Mouatadid, Kamalika Das

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KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection

Feb 21, 2024
Michal Spiegel, Dominik Macko

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Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery

Mar 08, 2024
Xavier Bou, Gabriele Facciolo, Rafael Grompone von Gioi, Jean-Michel Morel, Thibaud Ehret

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Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data

Feb 20, 2024
Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang

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Tri-Modal Motion Retrieval by Learning a Joint Embedding Space

Mar 01, 2024
Kangning Yin, Shihao Zou, Yuxuan Ge, Zheng Tian

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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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