Papers by Abhijit Chakraborty
Federated Retrieval-Augmented Generation: A Systematic Mapping Study (2025.findings-emnlp)
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| Challenge: | Federated Retrieval-Augmented Generation (Federated RAG) combines Federated Learning (FL) with Retrieleval-augment Generation (RAG) |
| Approach: | They propose to map literature on Federated Retrieval-Augmented Generation (Federated RAG) this mapping study examines architectural patterns, temporal trends, and key challenges . |
| Outcome: | The proposed framework improves the factual accuracy of language models by grounding outputs in external knowledge. |
JobMatchAI - An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI (2026.acl-demo)
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| Challenge: | Recruiters and job seekers rely on search systems to navigate labor markets . many systems fail to handle skill synonyms and nonlinear careers . |
| Approach: | They propose a production-ready system that integrates Transformer embeddings, skill knowledge graphs, and interpretable reranking. |
| Outcome: | The proposed system optimizes utility across skill fit, experience, location, salary, and company preferences. |