Search Results for author: Vishal Vaddina

Found 4 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

Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents

no code implementations14 Feb 2023 Shreya Saxena, Raj Sangani, Siva Prasad, Shubham Kumar, Mihir Athale, Rohan Awhad, Vishal Vaddina

Recent advances in the healthcare industry have led to an abundance of unstructured data, making it challenging to perform tasks such as efficient and accurate information retrieval at scale.

Information Retrieval Knowledge Graphs +2

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