3 papers
cs.CL2025
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
Yingzhe Peng, Gongrui Zhang, Miaosen Zhang +7
Enhancing reasoning in Large Multimodal Models (LMMs) faces unique challenges from the complex interplay between visual perception and logical reasoning, particularly in compact 3B…
cs.CV2024
First Place Solution to the Multiple-choice Video QA Track of The Second Perception Test Challenge
Yingzhe Peng, Yixiao Yuan, Zitian Ao +4
In this report, we present our first-place solution to the Multiple-choice Video Question Answering (QA) track of The Second Perception Test Challenge. This competition posed a com…
cs.CL2022
Toxic Comments Hunter : Score Severity of Toxic Comments
Zhichang Wang, Qipeng Zhu
The detection and identification of toxic comments are conducive to creating a civilized and harmonious Internet environment. In this experiment, we collected various data sets rel…