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Research Papers

Peer-reviewed research that contributes to the advancement of AI, software engineering and intelligent systems.

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Research PaperPeer-ReviewedOpen Access

A Hybrid Approach for Intelligent Document Processing Using LLMs and Knowledge Graphs

Bishal Saha, Anirban Das, R. K. Sharma

International Journal of Advanced Computer Science and Applications (IJACSA)
Vol. 15, No. 6, pp. 112–125, 2024

This paper presents a hybrid framework that combines Large Language Models (LLMs) with knowledge graphs for intelligent document processing. Our approach improves information extraction accuracy, enables contextual understanding across domains, and demonstrates significant performance gains over traditional methods.

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2.4K

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820

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A Scalable Architecture for Multi-Agent Collaboration in Enterprise Environments
Bishal Saha, Priya Kumari, S. N. Verma
Journal of Systems and Software
Vol. 198, 2023
Views
1.8K
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430
Citations
28
This paper proposes a scalable architecture for multi-agent systems designed for real-world enterprise applications, focusing on coordination, reliability, and observability.
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Knowledge Graph Enhanced Retrieval for Domain-Specific Question Answering
Bishal Saha, Arjun Mehta
IEEE Access
Vol. 11, pp. 34567–34580, 2023
Views
1.2K
Downloads
310
Citations
19
We present a knowledge graph enhanced retrieval approach for domain-specific QA systems, improving accuracy and reducing hallucinations in LLM responses.
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Evaluating LLMs for Code Generation in Real-World Software Engineering Tasks
Bishal Saha
ACM SIGSOFT Conference on the Foundations of Software Engineering (FSE)
pp. 1021–1033, 2022
Views
980
Downloads
275
Citations
14
An empirical study on the capabilities and limitations of LLMs in generating production-ready code for real-world software engineering scenarios.
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Showing 4 of 4 research papers

Research at a Glance

4
Peer-Reviewed Papers
6
Conference Contributions
6+
Technical Articles
1000+
Total Readers

Research Focus Areas

Artificial Intelligence & LLMs
Multi-Agent Systems
Knowledge Graphs
Document Understanding (RAG)
Enterprise Automation
Fintech & Digital Transformation
Cloud & Scalable Systems

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Research Papers

Publications

A Hybrid Approach for Intelligent Document Processing Using LLMs and Knowledge Graphs

A Scalable Architecture for Multi-Agent Collaboration in Enterprise Environments

Knowledge Graph Enhanced Retrieval for Domain-Specific Question Answering

Evaluating LLMs for Code Generation in Real-World Software Engineering Tasks

Research at a Glance

Research Focus Areas

Interested in Collaboration?