Vernon Toh Yan Han
According to our database1,
Vernon Toh Yan Han
authored at least 11 papers
between 2023 and 2025.
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Bibliography
2025
Training Vision-Language Process Reward Models for Test-Time Scaling in Multimodal Reasoning: Key Insights and Lessons Learned.
CoRR, September, 2025
The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles.
CoRR, February, 2025
AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025
2024
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning.
CoRR, 2024
Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique.
CoRR, 2024
Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming.
CoRR, 2024
Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning.
CoRR, 2024
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency.
CoRR, 2023