most citedConversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems

9 citations · 10 across the 4 of their papers we have counts for

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cs.IR2025

Optimization of Latent-Space Compression using Game-Theoretic Techniques for Transformer-Based Vector Search

Kushagra Agrawal, Nisharg Nargund, Oishani Banerjee

Vector similarity search plays a pivotal role in modern information retrieval systems, especially when powered by transformer-based embeddings. However, the scalability and efficie…

cs.IR2025★ 9 cited

Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems

Soham Roy, Mitul Goswami, Nisharg Nargund +2

This study introduces a system leveraging Large Language Models (LLMs) to extract text and enhance user interaction with PDF documents via a conversational interface. Utilizing Ret…