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
Publications
960 results for Trustworthy AI
Parameterized Abstract Interpretation for Transformer Verification
- Pei Huang
- Dennis Wei
- et al.
- 2026
- AAAI 2026
Conference paperGP-MOLFORMER-SIM: Test Time Molecular Optimization through Contextual Similarity Guidance
- Jiri Navratil
- Jerret Ross
- et al.
- 2026
- AAAI 2026
Conference paperThe Shepherd Test: How Will Super Intelligent Agents Balance Care and Control in Asymmetric Relationships?
- Djallel Bouneffouf
- Matthew Riemer
- et al.
- 2026
- AAAI 2026
Conference paperReducing the Scope of Language Models
- David Yunis
- siyu huo
- et al.
- 2026
- AAAI 2026
Conference paperCLEAR: Error Analysis via LLM-as-a-Judge Made Easy
- Asaf Yehudai
- Lilach Edelstein
- et al.
- 2026
- AAAI 2026
Demo paperA Multi-Agent Framework for Enterprise Tool Creation
- Purna Chandra Sekhar Vakudavathu
- Kushal Mukherjee
- et al.
- 2026
- AAAI 2026
Workshop paperBlack-Box Uncertainty Quantification for Large Language Models via Ensemble-of-Ensembles
- Wang Ma
- Debarun Bhattacharjya
- et al.
- 2026
- AAAI 2026
Workshop paperFormalizing Observability in Agentic AI Systems
- 2026
- AAAI 2026
Workshop paperWho Sees the Risk? Stakeholder Conflicts and Explanatory Policies in LLM-based Risk Assessment
- Srishti Yadav
- Jasmina Gajcin
- et al.
- 2026
- AAAI 2026
Workshop paper