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2020 – today
- 2025
[c1]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. ACL (1) 2025: 14199-14214- [i8]Weisheng Jin, Maojia Song, Pala Tej Deep, Yew Ken Chia, Amir Zadeh, Chuan Li, Soujanya Poria:
PromptDistill: Query-based Selective Token Retention in Intermediate Layers for Efficient Large Language Model Inference. CoRR abs/2503.23274 (2025) - [i7]Pala Tej Deep, Panshul Sharma, Amir Zadeh, Chuan Li, Soujanya Poria:
Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision. CoRR abs/2505.19706 (2025) - [i6]Shang Hong Sim, Pala Tej Deep, Vernon Toh, Hai Leong Chieu, Amir Zadeh, Chuan Li, Navonil Majumder, Soujanya Poria:
Lessons from Training Grounded LLMs with Verifiable Rewards. CoRR abs/2506.15522 (2025) - [i5]Maojia Song, Pala Tej Deep, Weisheng Jin, Amir Zadeh, Chuan Li, Dorien Herremans, Soujanya Poria:
LLMs Can't Handle Peer Pressure: Crumbling under Multi-Agent Social Interactions. CoRR abs/2508.18321 (2025) - [i4]Brandon Ong, Pala Tej Deep, Vernon Toh, William-Chandra Tjhi, Soujanya Poria:
Training Vision-Language Process Reward Models for Test-Time Scaling in Multimodal Reasoning: Key Insights and Lessons Learned. CoRR abs/2509.23250 (2025) - 2024
- [i3]Pala Tej Deep, Rishabh Bhardwaj, Soujanya Poria:
DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling. CoRR abs/2406.11617 (2024) - [i2]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) - [i1]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)
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