Search Results for author: Garima Agrawal

Found 5 papers, 1 papers with code

Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation

no code implementations16 Jul 2024 Garima Agrawal, Tharindu Kumarage, Zeyad Alghamdi, Huan Liu

Large Language Models (LLMs) are proficient at generating coherent and contextually relevant text but face challenges when addressing knowledge-intensive queries in domain-specific and factual question-answering tasks.

Knowledge Graphs Question Answering +2

Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey

no code implementations14 Nov 2023 Garima Agrawal, Tharindu Kumarage, Zeyad Alghamdi, Huan Liu

The contemporary LLMs are prone to producing hallucinations, stemming mainly from the knowledge gaps within the models.

Knowledge Graphs

A semi-Markovian approach to model the tick-by-tick dynamics of stock price

no code implementations10 Sep 2022 Garima Agrawal, Anindya Goswami

We model the stock price dynamics through a semi-Markov process obtained using a Poisson random measure.

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