Minimizing Factual Inconsistency and Hallucination in Large Language Models

no code implementations • 23 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

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

no code implementations • 14 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

Image Matching Using SIFT, SURF, BRIEF and ORB: Performance Comparison for Distorted Images

1 code implementation • 7 Oct 2017 • Ebrahim Karami, Siva Prasad, Mohamed Shehata

Fast and robust image matching is a very important task with various applications in computer vision and robotics.