Search Results for author: Varun V

Found 2 papers, 0 papers with code

Minimizing Factual Inconsistency and Hallucination in Large Language Models

no code implementations23 Nov 2023 Muneeswaran I, Shreya Saxena, Siva Prasad, M V Sai Prakash, Advaith Shankar, Varun V, Vishal Vaddina, Saisubramaniam Gopalakrishnan

Large Language Models (LLMs) are widely used in critical fields such as healthcare, education, and finance due to their remarkable proficiency in various language-related tasks.

Hallucination Retrieval

Synergistic Fusion of Graph and Transformer Features for Enhanced Molecular Property Prediction

no code implementations25 Aug 2023 M V Sai Prakash, Siddartha Reddy N, Ganesh Parab, Varun V, Vishal Vaddina, Saisubramaniam Gopalakrishnan

While recent advances in Graph Neural Networks (GNNs) and Transformers have shown to be effective and promising, they face the following limitations: Transformer self-attention does not explicitly consider the underlying molecule structure while GNN feature representation alone is not sufficient to capture granular and hidden interactions and characteristics that distinguish similar molecules.

Drug Discovery Molecular Property Prediction +2

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