Publications

19 results for Radu Marinescu

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
Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning
- - Radu Marinescu
  - Elizabeth Daly
  - et al.
- 2025
- ECAI 2025
Assessing Confidence in Large Language Models by Classifying Task Correctness using Similarity Features
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- ICLR 2025
Abductive Reasoning in Logical Credal Networks
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2024
- NeurIPS 2024
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
- - Yufang Hou
  - Alessandra Pascale
  - et al.
- 2024
- NeurIPS 2024
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2024
- NeurIPS 2024
A Framework for Agents Guiding Foundation Models through Knowledge and Reasoning
- - Debarun Bhattacharjya
  - Junkyu Lee
  - et al.
- 2024
- IJCAI 2024
Credal Marginal MAP
- - Radu Marinescu
  - Debarun Bhattacharjya
  - et al.
- 2023
- NeurIPS 2023
Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization
- - Paulito Palmes
  - Akihiro Kishimoto
  - et al.
- 2023
- JuliaCon 2023