Publications

678 results for Foundation Models

Comprehensive Layer-Wise Analysis of SSL Models for Audio Deepfake Detection
- - Yassine Elkheir
  - Younes Samih
  - et al.
- 2025
- NAACL 2025
Can LLMs Replace Manual Annotation of Software Engineering Artifacts?
- - Toufique Ahmed
  - Premkumar Devanbu
  - et al.
- 2025
- MSR 2025
Designing and implementing LLM guardrails components in production environments
- - Mateus Do Amor Devino Pereira
  - Evaline Ju
  - et al.
- 2025
- CAIN 2025
Workshop on Neuro-Symbolic Software Engineering
- - Christian Medeiros Adriano
  - Sona Ghahremani
  - et al.
- 2025
- ICSE 2025
Creating Conversational Datasets for Retrieval-Augmented Generation Applications is Hard: Challenges & Research Opportunities
- - Maeda Hanafi
  - Kshitij Fadnis
  - et al.
- 2025
- CHI 2025
JUSTICE OR PREJUDICE? QUANTIFYING BIASES IN LLM-AS-A-JUDGE
- - Jiayi Ye
  - Yanbo Wang
  - et al.
- 2025
- ICLR 2025
DELIFT: DATA EFFICIENT LANGUAGE MODEL INSTRUCTION FINE-TUNING
- - Ishika Agarwal
  - Krishnateja Killamsetty
  - et al.
- 2025
- ICLR 2025
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
- - Daouda Sow
  - Herbert Woisetschläger
  - et al.
- 2025
- ICLR 2025
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
- - Hongkang Li
  - Yihua Zhang
  - et al.
- 2025
- ICLR 2025
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
- - Han Shen
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025