Distributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- et al.
- 2024
- NeurIPS 2024
Conference paper
Publications
827 results for Natural Language Processing
Efficient multi-prompt evaluation of LLMs
- Felipe Maia Polo
- Ronald Xu
- et al.
- 2024
- NeurIPS 2024
Conference paperReducing Transformer Key-Value Cache Size with Cross-Layer Attention
- William Brandon
- Mayank Mishra
- et al.
- 2024
- NeurIPS 2024
PosterAutomated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
- Viviane T. Silva
- Alexandre Rademaker
- et al.
- 2024
- NeurIPS 2024
Workshop paperMemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- Irene Ko
- Sihui Dai
- et al.
- 2024
- NeurIPS 2024
Workshop paperCombining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- Megh Thakkar
- Yash More
- et al.
- 2024
- NeurIPS 2024
Workshop paperRegress, Don’t Guess – A Regression-like Loss on Number Tokens for Language Models
- Jonas Zausinger
- Lars Pennig
- et al.
- 2024
- NeurIPS 2024
Workshop paperUnified Lookup Tables: Privacy-Preserving Foundation Models
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2024
- NeurIPS 2024
Workshop paperInterleaving Text and Number Embeddings to Solve Mathemathics Problems
- Marvin Alberts
- Gianmarco Gabrieli
- et al.
- 2024
- NeurIPS 2024
Workshop paperMESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- Ryan Zhang
- Herbert Woisetschläger
- et al.
- 2024
- NeurIPS 2024
Workshop paper