Kalpa Gunaratna

Researcher, Samsung

Joined

July 2019

Names

Kalpa Gunaratna

Emails

****@samsung.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Samsung (samsung.com)

2017 – Present

PhD student

Wright State University (wright.edu)

2010 – 2017

Advisors, Relations & Conflicts

Coauthor

Yu Wang

2018 – Present

PhD Advisor

2010 – 2017

PhD Advisor

Krishnaprasad Thirunarayan

2010 – 2017

Expertise

deep learning

2019 – Present

natural language processing

2017 – Present

knowledge graphs

2013 – Present

Publications

IMRNNs: An Efficient Method for Interpretable Dense Retrieval via Embedding Modulation
Yash Saxena, Ankur Padia, Kalpa Gunaratna, Manas Gaur
- CoRR 2026
- Readers: Everyone
PathFinder: MCTS and LLM Feedback-based Path Selection for Multi-Hop Question Answering
Durga Prasad Maram, Kalpa Gunaratna, Vijay Srinivasan, Haris Jeelani, Srinivas Chappidi
- CoRR 2025
- Readers: Everyone
Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains
Yash Saxena, Ankur Padia, Mandar Chaudhary, Kalpa Gunaratna, srinivasan parthasarathy, Manas Gaur
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains
Yash Saxena, Ankur Padia, Mandar S. Chaudhary, Kalpa Gunaratna, Srinivasan Parthasarathy, Manas Gaur
- CoRR 2025
- Readers: Everyone
AlpaGasus: Training a Better Alpaca with Fewer Data
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
- ICLR 2024
- Readers: Everyone
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond
Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
- Crossref
- Readers: Everyone
AlpaGasus: Training a Better Alpaca with Fewer Data
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
- ICLR 2024 poster
- Readers: Everyone
AlpaGasus: Training A Better Alpaca with Fewer Data
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Vikas Yadav, Kalpa Gunaratna, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
- 31 Jul 2023 (modified: 31 Jul 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
AlpaGasus: Training A Better Alpaca with Fewer Data
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- CoRR 2023
- Readers: Everyone
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond
Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
- Published: 01 Jan 2023, Last Modified: 16 Feb 2024
- CIKM 2023
- Readers: Everyone

View all 42 publications

Co-Authors

View all 52 co-authors