Kargupta, Priyanka

1. An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents
   2025/05/21 by Bowen Jin, Jin, Bowen, Jinsung Yoon +7 · 18 citations
   Computer Science · #Multi-Agent Systems and Negotiation
2. Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
   2024/06/17 by Kargupta, Priyanka, Agarwal, Ishika, Hakkani-Tur, Dilek +1 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
3. NLP for Social Good: A Survey and Outlook of Challenges, Opportunities, and Responsible Deployment
   2025/05/28 by Antonia Karamolegkou, Karamolegkou, Antonia, Angana Borah +62 · 2 voices · 3 citations
   #cs.CL #cs.CY
4. Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis
   2025/02/20 by Priyanka Kargupta, Ishika Agarwal, Kargupta, Priyanka +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
5. MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities
   2023/04/04 by Priyanka Kargupta, Kargupta, Priyanka, Tanay Komarlu +7 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies
6. Cognitive Foundations for Reasoning and Their Manifestation in LLMs
   2025/11/20 by Priyanka Kargupta, Shuyue Stella Li, Kargupta, Priyanka +23 · 1 voice · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI
7. TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
   2025/06/12 by Priyanka Kargupta, Nan Zhang, Kargupta, Priyanka +9 · 2 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · Social Sciences · #Topic Modeling #Biomedical Text Mining and Ontologies #Computational and Text Analysis Methods