Publications

863 results for Foundation Models

Fine-tuning for Extreme Event Prediction: Are Ensemble Methods All You Need?
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2025
- KDD 2025
Workshop paper
JuStRank: Benchmarking LLM Judges for System Ranking
- - Ariel Gera
  - Odellia Boni
  - et al.
- 2025
- ACL 2025
Conference paper
Multi-Sense Embeddings for Language Models and Knowledge Distillation
- - Qitong Wang
  - Mohammed Zaki
  - et al.
- 2025
- ACL 2025
Conference paper
Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Quentin Fournier
  - et al.
- 2025
- ACL 2025
Conference paper
A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest
- - Antonino Angi
  - Liubov Nedoshivina
  - et al.
- 2025
- ACL 2025
Conference paper
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL
- - Jinheon Baek
  - Horst Samulowitz
  - et al.
- 2025
- ACL 2025
Paper
Inductive Linguistic Reasoning with Large Language Models
- - Raghav Ramji
  - Keshav Ramji
- 2025
- ACL 2025
Paper
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
- - Quan Xiao
  - Debarun Bhattacharjya
  - et al.
- 2025
- UAI 2025
Conference paper
Optimizing Telco Networks with Foundation Models: A Scalable Approach for Tabular Data
- - Franck Le
  - Keith Grueneberg
  - et al.
- 2025
- ICDCS 2025
Short paper
GENET: AI-Powered Interactive Visualization Workflows to Explore Biomedical Entity Networks
- - Bc Kwon
  - Natasha Mulligan
  - et al.
- 2025
- ISMB 2025
Talk