Publications

934 results for Trustworthy AI

Vintage Code, Modern Judges: Meta-Validation in Low Data Regimes
- - Gal Amram
  - Ora Nova Fandina
  - et al.
- 2025
- ASE 2025
Workshop paper
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning
- - Massimiliano Pronesti
  - Michela Lorandi
  - et al.
- 2025
- EMNLP 2025
Conference paper
Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation
- - Noy Sternlicht
  - Ariel Gera
  - et al.
- 2025
- EMNLP 2025
Conference paper
Effective Red-Teaming of Policy-Adherent Agents
- - Itay Nakash
  - George Kour
  - et al.
- 2025
- EMNLP 2025
Conference paper
Multi-Domain Explainability of Preferences
- - Nitay Calderon
  - Liat Ein-Dor
  - et al.
- 2025
- EMNLP 2025
Conference paper
Generalized Embedding Models for Industry 4.0 Applications
- - Christodoulos Constantinides
  - Shuxin Lin
  - et al.
- 2025
- EMNLP 2025
Conference paper
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
- - Changsheng Wang
  - Chongyu Fan
  - et al.
- 2025
- EMNLP 2025
Conference paper
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
- - Radu Marinescu
  - Debarun Bhattacharjya
  - et al.
- 2025
- EMNLP 2025
Paper
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025
Paper
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist
- - Elizabeth Daly
  - Erik Miehling
  - et al.
- 2025
- EMNLP 2025
Demo paper