1 citations · 2 across the 5 of their papers we have counts for
5 papers
OPLD: On-Policy Latent Distillation for Multimodal Reasoning
Shoutai Zhu, Tianyang Xu, Bin Sun +3
Interleaved multimodal Chain-of-Thought (CoT) improves visual reasoning by incorporating auxiliary visual evidence into intermediate reasoning. However, existing approaches remain…
EventFormer: A Node-graph Hierarchical Attention Transformer for Action-centric Video Event Prediction
Qile Su, Shoutai Zhu, Shuai Zhang +2
Script event induction, which aims to predict the subsequent event based on the context, is a challenging task in NLP, achieving remarkable success in practical applications. Howev…
AetherCode: Evaluating LLMs' Ability to Win In Premier Programming Competitions
Zihan Wang, Jiaze Chen, Zhicheng Liu +25
Competitive programming has emerged as a critical benchmark for evaluating the reasoning and coding capabilities of Large Language Models (LLMs). Despite impressive progress on exi…
VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos
Baoyu Liang, Qile Su, Shoutai Zhu +2
Despite the significant impact of visual events on human cognition, understanding events in videos remains a challenging task for AI due to their complex structures, semantic hiera…
FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models
Ziqiang Yuan, Kaiyuan Wang, Shoutai Zhu +4
Large Language models (LLMs) usually rely on extensive training datasets. In the financial domain, creating numerical reasoning datasets that include a mix of tables and long text…