Publications

712 results for Natural Language Processing

ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
- - Irene Huang
  - Wei Lin
  - et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
- - William Brandon
  - Mayank Mishra
  - et al.
- 2024
- NeurIPS 2024
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- - Irene Ko
  - Sihui Dai
  - et al.
- 2024
- NeurIPS 2024
Regress, Don’t Guess – A Regression-like Loss on Number Tokens for Language Models
- - Jonas Zausinger
  - Lars Pennig
  - et al.
- 2024
- NeurIPS 2024
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
- - Viviane T. Silva
  - Alexandre Rademaker
  - et al.
- 2024
- NeurIPS 2024
Recurrent Transformers Trade-off Parallelism for Length Generalization on Regular Languages
- - Paul Soulos
  - Aleksandar Terzic
  - et al.
- 2024
- NeurIPS 2024
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- - Ryan Zhang
  - Herbert Woisetschläger
  - et al.
- 2024
- NeurIPS 2024
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Yash More
  - et al.
- 2024
- NeurIPS 2024
SocialStigmaQA Spanish and Japanese - Towards Multicultural Adaptation of Social Bias Benchmarks
- - Clara Higuera Cabañes
  - Ryo Iwaki
  - et al.
- 2024
- NeurIPS 2024