Publications

724 results for Natural Language Processing

M+: Extending MemoryLLM with Scalable Long-Term Memory
- - Yu Wang
  - Dmitry Krotov
  - et al.
- 2025
- ICML 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- - Ziyao Wang
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- - Rickard Gabrielsson
  - Jiacheng Zhu
  - et al.
- 2025
- ICML 2025
Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models
- - Jonas Zausinger
  - Lars Pennig
  - et al.
- 2025
- ICML 2025
Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling
- - Eric Egli
  - Matteo Manica
  - et al.
- 2025
- ICML 2025
Unraveling Cocaine and Heroin Addiction Patterns: A Robust LLM Approach Using iRISA Elements to Analyze Short and Spontaneous Speech Samples
- - Carla Agurto Rios
  - Bo Wen
  - et al.
- 2025
- ICDH 2025
Aligning foundation models on encoded synthetic omic data for patient stratification
- - Nikita Janakarajan
  - Antonio Foncubierta
  - et al.
- 2025
- ICDH 2025
Voice-based AI Agents: Filling the Economic Gaps in Digital Health Delivery
- - Bo Wen
  - Chen Wang
  - et al.
- 2025
- ICDH 2025
DiReC: Enhancing VHDL Code Generation and Summarization with Divide-Retrieve-Conquer Strategy
- - Prashanth Vijayaraghavan
  - Apoorva Nitsure
  - et al.
- 2025
- DAC 2025
A framework for analog-digital mixed-precision neural network training and inference
- - A. Vasilopoulos
  - Emma Boulharts
  - et al.
- 2025
- ISCAS 2025