Publications

109 results for Trustworthy Generation

FactCorrector : A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models
- - Javier Carnerero Cano
  - Massimiliano Pronesti
  - et al.
- 2026
- ACL 2026
Conference paper
Think Like You Execute: Verifiable Chain of Thought from Program Traces
- - Shailja Thakur
  - Vaibhav Saxena
  - et al.
- 2026
- ACL 2026
Conference paper
Learn more about our Trustworthy Generation work
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data
- - Ofir Arviv
  - Kristjan Greenewald
  - et al.
- 2026
- ACL 2026
Conference paper
Unsupervised Cycle Detection in Agentic Applications
- - Felix George
  - Divya Pathak
  - et al.
- 2026
- ICPE 2026
Short paper
Evaluating perturbation robustness of generative systems that use COBOL code inputs
- - Samuel Ackerman
  - Wesam Ibraheem
  - et al.
- 2026
- ICSE 2026
Workshop paper
Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks
- - Claudio Santos Pinhanez
  - Paulo Rodrigo Cavalin
  - et al.
- 2026
- AAAI 2026
Conference paper
GP-MOLFORMER-SIM: Test Time Molecular Optimization through Contextual Similarity Guidance
- - Jiri Navratil
  - Jerret Ross
  - et al.
- 2026
- AAAI 2026
Conference paper
Black-Box Uncertainty Quantification for Large Language Models via Ensemble-of-Ensembles
- - Wang Ma
  - Debarun Bhattacharjya
  - et al.
- 2026
- AAAI 2026
Workshop paper
SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- - Vedant Khandelwal
  - Francesca Rossi
  - et al.
- 2026
- AAAI 2026
Tutorial
Efficient Decoding Methods for Language Models on Encrypted Data
- - Matan Avitan
  - Moran Baruch
  - et al.
- 2025
- IJCNLP-AACL 2025
Paper