Search Results for author: Shreyasi Mandal

Found 2 papers, 2 papers with code

IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials

1 code implementation6 Apr 2024 Shreyasi Mandal, Ashutosh Modi

Large Language models (LLMs) have demonstrated state-of-the-art performance in various natural language processing (NLP) tasks across multiple domains, yet they are prone to shortcut learning and factual inconsistencies.

Natural Language Inference Retrieval +1

Defense Against Adversarial Attacks using Convolutional Auto-Encoders

1 code implementation6 Dec 2023 Shreyasi Mandal

Deep learning models, while achieving state-of-the-art performance on many tasks, are susceptible to adversarial attacks that exploit inherent vulnerabilities in their architectures.

Adversarial Defense

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