3 papers
cs.CL2026
ConFit v3: Improving Resume-Job Matching with LLM-based Re-Ranking
Xiao Yu, Ruize Xu, Chengyuan Xue +6
A reliable resume-job matching system helps a company find suitable candidates from a pool of resumes and helps a job seeker find relevant jobs from a list of job posts. While rece…
cs.CV2025
Ambiguity-Aware and High-Order Relation Learning for Multi-Grained Image-Text Matching
Junyu Chen, Yihua Gao, Mingyuan Ge +1
Image-text matching is crucial for bridging the semantic gap between computer vision and natural language processing. However, existing methods still face challenges in handling hi…
cs.MM2025
Visual Semantic Description Generation with MLLMs for Image-Text Matching
Junyu Chen, Yihua Gao, Mingyong Li
Image-text matching (ITM) aims to address the fundamental challenge of aligning visual and textual modalities, which inherently differ in their representations, continuous, high-di…