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Conference and Workshop Papers
- 2024
[c1]Yew Ken Chia, Vernon Toh, Deepanway Ghosal, Lidong Bing, Soujanya Poria:
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. ACL (Findings) 2024: 16259-16273
Informal and Other Publications
- 2024
- [i7]Deepanway Ghosal, Vernon Toh Yan Han, Yew Ken Chia, Soujanya Poria:
Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning. CoRR abs/2403.03864 (2024) - [i6]Yew Ken Chia, Vernon Toh Yan Han, Deepanway Ghosal, Lidong Bing, Soujanya Poria:
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. CoRR abs/2403.13315 (2024) - [i5]Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria:
Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming. CoRR abs/2406.11654 (2024) - [i4]Pala Tej Deep, Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria:
Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique. CoRR abs/2408.10701 (2024) - [i3]Vernon Toh Yan Han, Deepanway Ghosal, Soujanya Poria:
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning. CoRR abs/2410.12608 (2024) - [i2]Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U.-Xuan Tan, Deepanway Ghosal, Soujanya Poria:
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning. CoRR abs/2412.11974 (2024) - 2023
- [i1]Vernon Toh, Ratish Puduppully, Nancy F. Chen:
VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency. CoRR abs/2311.07172 (2023)
Coauthor Index
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