Distributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- et al.
- 2024
- NeurIPS 2024
Publications
8 results for Igor Melnyk
Risk Aware Benchmarking of Large Language Models
- Apoorva Nitsure
- Youssef Mroueh
- et al.
- 2024
- ICML 2024
Larimar: Large Language Models with Episodic Memory Control
- 2024
- ICML 2024
AlphaFold Distillation for Protein Design
- Igor Melnyk
- Aurelie Lozano
- et al.
- 2023
- NeurIPS 2023
Risk Assessment and Statistical Significance in the Age of Foundation Models
- Apoorva Nitsure
- Youssef Mroueh
- et al.
- 2023
- NeurIPS 2023
Grapher: Multi-Stage Knowledge Graph Construction using Pretrained Language Models
- Igor Melnyk
- Pierre Dognin
- et al.
- 2021
- NeurIPS 2021
Benchmarking deep generative models for diverse antibody sequence design
- Igor Melnyk
- Payel Das
- et al.
- 2021
- NeurIPS 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
- Pierre Dognin
- Inkit Padhi
- et al.
- 2021
- EMNLP 2021