Search Results for author: Xiaoshu Chen

Found 4 papers, 2 papers with code

Post-Semantic-Thinking: A Robust Strategy to Distill Reasoning Capacity from Large Language Models

no code implementations14 Apr 2024 Xiaoshu Chen, Sihang Zhou, Ke Liang, Xinwang Liu

Chain of thought finetuning aims to endow small student models with reasoning capacity to improve their performance towards a specific task by allowing them to imitate the reasoning procedure of large language models (LLMs) beyond simply predicting the answer to the question.

Hallucination

Multi-Feature Integration for Perception-Dependent Examination-Bias Estimation

1 code implementation27 Feb 2023 Xiaoshu Chen, Xiangsheng Li, Kunliang Wei, Bin Hu, Lei Jiang, Zeqian Huang, Zhanhui Kang

Eliminating examination bias accurately is pivotal to apply click-through data to train an unbiased ranking model.

HCNet: Hierarchical Context Network for Semantic Segmentation

no code implementations10 Oct 2020 Yanwen Chong, Congchong Nie, Yulong Tao, Xiaoshu Chen, Shaoming Pan

In order to solve the above problem, we propose a hierarchical context network to differentially model homogeneous pixels with strong correlations and heterogeneous pixels with weak correlations.

Feature Correlation Semantic Segmentation

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