Priyanka Kargupta

According to our database, Priyanka Kargupta authored at least 18 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Sparking Scientific Creativity via LLM-Driven Interdisciplinary Inspiration.

Priyanka Kargupta, Shuhaib Mehri, Dilek Hakkani-Tur, Jiawei Han

CoRR, March, 2026

Instructor-Aligned Knowledge Graphs for Personalized Learning.

Abdulrahman Alrabah, Priyanka Kargupta, Jiawei Han, Abdussalam Alawini

CoRR, February, 2026

Grounding Agent Memory in Contextual Intent.

Ruozhen Yang, Yucheng Jiang, Yueqi Jiang, Priyanka Kargupta, Yunyi Zhang, Jiawei Han

CoRR, January, 2026

Learning User Preferences Through Interaction for Long-Term Collaboration.

Shuhaib Mehri, Priyanka Kargupta, Tal August, Dilek Hakkani-Tür

CoRR, January, 2026

NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment.

Antonia Karamolegkou, Angana Borah, Eunjung Cho, Sagnik Ray Choudhury, Martina Galletti, Pranav Gupta, Oana Ignat, Priyanka Kargupta, Neema Kotonya, Hemank Lamba, Sun-Joo Lee, Arushi Mangla, Ishani Mondal, Fatima Zahra Moudakir, Deniz Nazar, Poli Nemkova, Dina Pisarevskaya, Naquee Rizwan, Nazanin Sabri, Keenan Samway, Dominik Stammbach, Anna Steinberg, David Tomás, Steven R. Wilson, Bowen Yi, Jessica H. Zhu, Arkaitz Zubiaga, Anders Søgaard, Alexander Fraser, Zhijing Jin, Rada Mihalcea, Joel R. Tetreault, Daryna Dementieva

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Cognitive Foundations for Reasoning and Their Manifestation in LLMs.

Priyanka Kargupta, Shuyue Stella Li, Haocheng Wang, Jinu Lee, Shan Chen, Orevaoghene Ahia, Dean Light, Thomas L. Griffiths, Max Kleiman-Weiner, Jiawei Han, Asli Celikyilmaz, Yulia Tsvetkov

CoRR, November, 2025

NLP for Social Good: A Survey of Challenges, Opportunities, and Responsible Deployment.

Antonia Karamolegkou, Angana Borah, Eunjung Cho, Sagnik Ray Choudhury, Martina Galletti, Rajarshi Ghosh, Pranav Gupta, Oana Ignat, Priyanka Kargupta, Neema Kotonya, Hemank Lamba, Sun-Joo Lee, Arushi Mangla, Ishani Mondal, Deniz Nazarova, Poli Nemkova, Dina Pisarevskaya, Naquee Rizwan, Nazanin Sabri, Dominik Stammbach, Anna Steinberg, David Tomás, Steven R. Wilson, Bowen Yi, Jessica H. Zhu, Arkaitz Zubiaga, Anders Søgaard, Alexander Fraser, Zhijing Jin, Rada Mihalcea, Joel R. Tetreault, Daryna Dementieva

CoRR, May, 2025

An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents.

Bowen Jin, Jinsung Yoon, Priyanka Kargupta, Sercan Ö. Arik, Jiawei Han

CoRR, May, 2025

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora.

Priyanka Kargupta, Nan Zhang, Yunyi Zhang, Rui Zhang, Prasenjit Mitra, Jiawei Han

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims.

Priyanka Kargupta, Runchu Tian, Jiawei Han

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis.

Priyanka Kargupta, Ishika Agarwal, Tal August, Jiawei Han

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events.

Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao, Siru Ouyang, Jiawei Han

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Unsupervised Episode Detection for Large-Scale News Events.

Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao, Siru Ouyang, Jiawei Han

CoRR, 2024

Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging.

Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani-Tür, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

MEGClass: Text Classification with Extremely Weak Supervision via Mutually-Enhancing Text Granularities.

Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han

CoRR, 2023

MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities.

Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data.

Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2019

Analyzing Driving Data using the ADAPT Distributed Analytics Platform for Connected Vehicles.

Hillol Kargupta, Priyanka Kargupta

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019