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Weilin Shen

4 accepted papers

2025

CocoER: Aligning Multi-Level Feature by Competition and Coordination for Emotion Recognition

CVPR 2025poster

With the explosion of human-machine interaction, emotion recognition has reignited attention. Previous works focus on improving visual feature fusion and reasoning from multiple image levels. Although it is non-trivial to deduce a person's emotion by integrating multi-level feature (head, body a…

2025

Enhancing Multimodal Analogical Reasoning Through Triplet Interaction

ICASSP 2025accepted

Analogical reasoning is fundamental to human cognition and plays a crucial role across various fields. However, previous studies have primarily focused on single-modal analogical reasoning, often ignoring the benefits of incorporating structural knowledge. Research in cognitive psychology has shown…

Cited by 0SourceScholar
2025

Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference

EMNLP 2025

Reasoning-focused large language models (LLMs) are rapidly evolving across various domains, yet their capabilities in handling complex legal problems remains underexplored. In this paper, we introduce Unilaw-R1, a large language model tailored for legal reasoning. With a lightweight 7-billion parame

2023

Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge

ACL 2023findings

In empathetic conversations, individuals express their empathy towards others. Previous work has mainly focused on generating empathetic responses by utilizing the speaker’s emotion. Besides, external commonsense knowledge has been applied to enhance the system’s understandings of the speaker’s situ…