Publications

831 results for Natural Language Processing

LIONHEART: A Layer-Based Mapping Framework for Heterogeneous Systems with Analog in-Memory Computing Tiles
- - Corey Lammie
  - Yuxuan Wang
  - et al.
- 2025
- IEEE TETC
Paper
Beyond neuropsychological tests: AI speech analysis in PKU
- - Susan E. Waisbren
  - Raquel Norel
  - et al.
- 2024
- J. Inherit. Metab. Dis.
Paper
Limits of Transformer Language Models on Learning to Compose Algorithms
- - Jonathan Thomm
  - Giacomo Camposampiero
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Efficient multi-prompt evaluation of LLMs
- - Felipe Maia Polo
  - Ronald Xu
  - et al.
- 2024
- NeurIPS 2024
Conference paper
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
- - Irene Huang
  - Wei Lin
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
- - William Brandon
  - Mayank Mishra
  - et al.
- 2024
- NeurIPS 2024
Poster
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Yash More
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Recurrent Transformers Trade-off Parallelism for Length Generalization on Regular Languages
- - Paul Soulos
  - Aleksandar Terzic
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- - Irene Ko
  - Sihui Dai
  - et al.
- 2024
- NeurIPS 2024
Workshop paper