Ashita Saxena — accepted AI-conference papers

2024

Mental Disorder Classification via Temporal Representation of Text

Raja Kumar, Kishan Maharaj, Ashita Saxena, Pushpak Bhattacharyya

EMNLP 2024finding

Mental disorders pose a global challenge, aggravated by the shortage of qualified mental health professionals. Mental disorder prediction from social media posts by current LLMs is challenging due to the complexities of sequential text data and the limited context length of language models. Current…

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2023

Eyes Show the Way: Modelling Gaze Behaviour for Hallucination Detection

Kishan Maharaj, Ashita Saxena, Raja Kumar, Abhijit Mishra, Pushpak Bhattacharyya

EMNLP 2023long findings

Detecting hallucinations in natural language processing (NLP) is a critical undertaking that demands a deep understanding of both the semantic and pragmatic aspects of languages. Cognitive approaches that leverage users’ behavioural signals, such as gaze, have demonstrated effectiveness in addressin…

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