Vernon Toh Yan Han

According to our database, Vernon Toh Yan Han authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Lessons from Training Grounded LLMs with Verifiable Rewards.

Shang Hong Sim, Pala Tej Deep, Vernon Toh, Hai Leong Chieu, Amir Zadeh, Chuan Li, Navonil Majumder, Soujanya Poria

CoRR, June, 2025

The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles.

Vernon Toh Yan Han, Yew Ken Chia, Deepanway Ghosal, Soujanya Poria

CoRR, February, 2025

AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles.

Deepanway Ghosal, Vernon Toh, Yew Ken Chia, Soujanya Poria

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.

Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria

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.

Vernon Toh Yan Han, Deepanway Ghosal, Soujanya Poria

CoRR, 2024

Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique.

Pala Tej Deep, Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria

CoRR, 2024

Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming.

Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria

CoRR, 2024

Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning.

Deepanway Ghosal, Vernon Toh Yan Han, Yew Ken Chia, Soujanya Poria

CoRR, 2024

PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns.

Yew Ken Chia, Vernon Toh, Deepanway Ghosal, Lidong Bing, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency.

Vernon Toh, Ratish Puduppully, Nancy F. Chen

CoRR, 2023