Kunal Samanta
Hi š! Iām an incoming PhD Student at the University of British Columbia starting in Fall 2026, and I will be a part of the UBC NLP Group, advised by Prof. Peter West.
My research interests broadly include:
- Understanding creativity/novelty of language models in open-ended settings.
- Studying the social reasoning of frontier models in pragmatic scenarios and how we can have better user simulators.
news
| Aug 03, 2026 | Excited to attend the AI in Finance Summer School organized by RBC Borealis in Vancouver from 24-27 August. |
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| Aug 01, 2026 | Our position paper on Alignment Dynamics got accepted to the Sci-FM workshop at COLM 2026. See you in San Francisco in October š! |
| Jul 05, 2026 | Presenting my paper on multi party dialogue simulation and LLM judge evaluation gap at ACL 2026 in San Diego, CA! šļø |
selected publications
- Towards Physical Intuitions for Alignment Dynamics: A Case Study With Randomness CrystallizationCOLM 2026 Sci-FM Workshop, 2026
- Simple Agents, Biased Judges: Efficient Multi-Party Dialogue Generation & The Evaluation GapIn ACL 2026 (Main), 2026
- spotlightSelective mixup fine-tuning for optimizing non-decomposable objectivesIn ICLR 2024, 2024