DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
Amitava Das, Suranjana Trivedy, Danush Khanna, Yaswanth Narsupalli, Basab Ghosh, Rajarshi Roy, Gurpreet Singh, Vinija Jain, Vasu Sharma, Aishwarya Naresh Reganti, Aman Chadha. Findings of the Association for Computational Linguistics: ACL 2025. 2025.
Authors
- Suranjana Trivedy
- Gurpreet Singh (ORCID: https://orcid.org/0000-0002-2285-4248)
- Biplab Ghosh (ORCID: https://orcid.org/0000-0003-2265-5211)
- Aman Chadha (ORCID: https://orcid.org/0000-0001-6621-9003)
- Aishwarya Reganti (ORCID: https://orcid.org/0009-0005-0989-1406)
- Vinija Jain
- Rajarshi Roy (ORCID: https://orcid.org/0000-0002-0202-1169)
- Yaswanth Narsupalli
- Amitava Das (ORCID: https://orcid.org/0000-0002-3818-8227)
- Vasu Sharma (ORCID: https://orcid.org/0009-0005-4733-3229)
- Danush Khanna
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.findings-acl.1143
- Primary Topic
- Constraint Satisfaction and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00