Li, Shuo

Effective Reinforcement Learning for Reasoning in Language Models

Reinforcement learning (RL) has emerged as a promising strategy for improving the reasoning capabilities of language models (LMs) in domains such as mathematics and coding. However, most modern RL...

Fast Non-local Stereo Matching based on Hierarchical Disparity Prediction

Stereo matching is the key step in estimating depth from two or more images. Recently, some tree-based non-local stereo matching methods have been proposed, which achieved state-of-the-art...

Entropy Is Not Enough: Unlocking Effective Reinforcement Learning for Visual Reasoning via Vision-Anchored Token Selection

The Role of Entropy in Visual Grounding: Analysis and Optimization

A Joint Chinese Named Entity Recognition and Disambiguation System

Experiments with POS-based restructuring and alignment-based reordering for statistical machine translation

UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation

Uncertainty in Language Models: Assessment through Rank-Calibration

TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction

Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric

MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety

Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations

DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms

Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction