Publications

801 results for Natural Language Processing

Entropy-Aware On-Policy Distillation of Language Models
- - Woogyeol Jin
  - Taywon Min
  - et al.
- 2026
- ICLR 2026
Workshop paper
LogitScope: A Framework for Analyzing LLM Uncertainty Through Information Metrics
- - Farhan Ahmed
  - Yuya Ong
  - et al.
- 2026
- ICLR 2026
Workshop paper
Pretraining Effective T5 Generative Models for Clinical and Biomedical Applications
- - Saad Althabiti
  - Chuming Chen
  - et al.
- 2026
- PLoS ONE
Paper
Language Model Representations for Efficient Few-Shot Tabular Classification
- - Inwon Kang
  - Parikshit Ram
  - et al.
- 2026
- WWW 2026
Conference paper
SafeCOMM: A Study on Safety Degradation in Fine-Tuned Telecom Large Language Models
- - Aladin Djuhera
  - Swanand Ravindra Kadhe
  - et al.
- 2026
- WCNC 2026
Conference paper
In-depth Analysis of LLM-based Schema Linking
- - George Katsogiannis-meimarakis
  - Katya Mirylenka
  - et al.
- 2026
- EDBT 2026
Conference paper
Efficient transformer adaptation for analog in-memory computing using low-rank adapters
- - Chen Li
  - Elena Ferro
  - et al.
- 2026
- Neuromorph. Comput. Eng.
Paper
Reducing the Scope of Language Models
- - David Yunis
  - siyu huo
  - et al.
- 2026
- AAAI 2026
Conference paper
Scalable Log Analysis with LLMs: A Case Study with IT Software Support
- - Pranjal Gupta
  - Karan Bhukar
  - et al.
- 2026
- IAAI 2026
Conference paper
Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks
- - Claudio Santos Pinhanez
  - Paulo Rodrigo Cavalin
  - et al.
- 2026
- AAAI 2026
Conference paper