Publications

909 results for Trustworthy AI

Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
- - Changsheng Wang
  - Chongyu Fan
  - et al.
- 2025
- EMNLP 2025
Effective Red-Teaming of Policy-Adherent Agents
- - Itay Nakash
  - George Kour
  - et al.
- 2025
- EMNLP 2025
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
- - Radu Marinescu
  - Debarun Bhattacharjya
  - et al.
- 2025
- EMNLP 2025
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist
- - Elizabeth Daly
  - Erik Miehling
  - et al.
- 2025
- EMNLP 2025
Exploring Cooperative Behavior in LLMs with Game Theory
- - Aylin Gunal
  - Baihan Lin
  - et al.
- 2025
- EMNLP 2025
Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning
- - Radu Marinescu
  - Elizabeth Daly
  - et al.
- 2025
- ECAI 2025
XABPs: Towards eXplainable Autonomous Business Processes
- - Peter Fettke
  - Fabiana Fournier
  - et al.
- 2025
- ECAI 2025
Agentic Process Observability: Discovering Behavioral Variability
- - Fabiana Fournier
  - Lior Limonad
  - et al.
- 2025
- ECAI 2025
Exposing AI Bias by Crowdsourcing: Democratizing Critique of Large Language Models
- - Hangzhi Guo
  - Pranav Venkit
  - et al.
- 2025
- AIES 2025