Publications

105 results for Trustworthy Generation

Multi-Armed Bandit with Sparse and Noisy Feedback
- - Djallel Bouneffouf
  - Raphael Feraud
  - et al.
- 2025
- ICASSP 2025
Short paper
Combinatorial Test Design Model Creation using Large Language Models
- - Debbie Furman
  - Eitan Farchi
  - et al.
- 2025
- ICST 2025
Workshop paper
TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts
- - Baihan Lin
  - Stefan Zecevic
  - et al.
- 2025
- IUI 2025
Short paper
Usage Governance Advisor: from Intent to AI Governance
- - Elizabeth Daly
  - Sean Rooney
  - et al.
- 2025
- AAAI 2025
Demo paper
Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic Hiring
- - Buse Korkmaz
  - Rahul Nair
  - et al.
- 2025
- AAAI 2025
Workshop paper
Interpolating Item and User Fairness in Multi-Sided Recommendations
- - Qinyi Chen
  - Jason Cheuk Nam Liang
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- - Gabriel Rioux
  - Apoorva Nitsure
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
Conference paper
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
- - Yufang Hou
  - Alessandra Pascale
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Value Alignment from Unstructured Text
- - Inkit Padhi
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2024
- NeurIPS 2024
Workshop paper