Aditi Singh

1. Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
   2025/01/15 by Aditi Singh, Abul Ehtesham, Singh, Aditi +6 · 3 voices · 91 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #Speech and dialogue systems
2. FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search
   2021/05/20 by Aditi Singh, Suhas Jayaram Subramanya, Singh, Aditi +5 · 22 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Caching and Content Delivery #Data Management and Algorithms #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR)
3. Digital Diagnostics: The Potential Of Large Language Models In Recognizing Symptoms Of Common Illnesses
   2024/05/09 by Gaurav Gupta, Aditi Singh, Gupta, Gaurav Kumar +5 · 6 citations
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies
4. A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges
   2024/12/06 by Aditi Singh, Akash Shetty, Singh, Aditi +7 · 6 citations
   Computer Science · Decision Sciences · #Semantic Web and Ontologies #Scientific Computing and Data Management #Distributed and Parallel Computing Systems
5. A Survey of Sustainability in Large Language Models: Applications, Economics, and Challenges
   2024/12/06 by Aditi Singh, Singh, Aditi, Abul Ehtesham +6 · 5 citations
   Computer Science · #Topic Modeling
6. Movie Gen: SWOT Analysis of Meta's Generative AI Foundation Model for Transforming Media Generation, Advertising, and Entertainment Industries
   2024/12/05 by Abul Ehtesham, Ehtesham, Abul, Saket Kumar +5 · 3 citations
   Business, Management and Accounting · Computer Science · #Strategic Planning and Analysis #AI in Service Interactions
7. Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework
   2025/06/13 by Abul Ehtesham, Aditi Singh, Ehtesham, Abul +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Health Professions · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Electronic Health Records Systems #FOS: Computer and information sciences #Software Engineering (cs.SE)