A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest
- Antonino Angi
- Liubov Nedoshivina
- et al.
- 2025
- ACL 2025
Publications
694 results for Foundation Models
JuStRank: Benchmarking LLM Judges for System Ranking
- Ariel Gera
- Odellia Boni
- et al.
- 2025
- ACL 2025
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL
- Jinheon Baek
- Horst Samulowitz
- et al.
- 2025
- ACL 2025
Optimizing Telco Networks with Foundation Models: A Scalable Approach for Tabular Data
- Franck Le
- Keith Grueneberg
- et al.
- 2025
- ICDCS 2025
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
- Changsheng Wang
- Yihua Zhang
- 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
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- Ziyao Wang
- Muneeza Azmat
- et al.
- 2025
- ICML 2025
SPRI: Aligning Large Language Models with Context-Situated Principles
- Hongli Zhan
- Muneeza Azmat
- et al.
- 2025
- ICML 2025
Language Modeling with Learned Meta-Tokens
- Alok Shah
- Khush Gupta
- et al.
- 2025
- ICML 2025
Rethinking Unlearning for Large Reasoning Models Download PDF
- Changsheng Wang
- Chongyu Fan
- et al.
- 2025
- ICML 2025