DAI Group | Papers 2024

19 Dec Explingo: Explaining AI Predictions using Large Language Models

Posted at 15:05h in Papers 2024, Publications, Research by Sara Pido 0 Comments

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Alexandra Zytek, Sara Pido, Sarah Alnegheimish, Laure Berti-Equille, Kalyan Veeramachaneni Explingo: Explaining AI Predictions using Large Language Models BigData-2024. In Proceedings of IEEE International Conference on Big Data, December 2024....

Posted at 25 Nov, 17:31h in Papers, Papers 2024, Publications, Research by Sarah Alnegheimish 0 Comments

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OrionBench: Benchmarking Time Series Generative Models in the Service of the End-User

10 Jun Large Language Models Can be Zero-Shot Anomaly Detectors for Time Series?

Posted at 19:02h in Papers, Papers 2024, Publications, Research by Sara Pido 0 Comments

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Sarah Alnegheimish, Linh Nguyen, Laure Berti-Equille, Kalyan Veeramachaneni Large Language Models Can be Zero-Shot Anomaly Detectors for Time Series? DSAA-2024. In Proceedings of IEEE International Conference on Data Science and Advanced Analytics (DSAA), October 2024....

13 May LLMs for XAI: Future Directions for Explaining Explanations

Posted at 13:16h in Papers, Papers 2024, Publications by Sara Pido 0 Comments

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Alexandra Zytek, Sara Pido, Kalyan Veeramachaneni LLMs for XAI: Future Directions for Explaining Explanations ACM CHI 2024, HCXAI. Workshop on Human-Centered Explainable AI, May 2024....

31 Jan Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers

Posted at 02:27h in Papers, Papers 2024, Publications, Research by Sarah Alnegheimish 0 Comments

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Lei Xu, Sarah Alnegheimish, Laure Berti-Equille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers Preprint. January 2024....