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Jinwen Luo

3 accepted papers

2026

Omni IIE Bench: Benchmarking the Practical Capabilities of Image Editing Models

CVPR 2026

While Instruction-based Image Editing (IIE) has achieved significant progress, existing benchmarks pursue task breadth via mixed evaluations. This paradigm obscures a critical failure mode crucial in professional applications: the inconsistent performance of models across tasks of varying semantic s

Cited by 0SourcecodeScholar
2023

Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition

ACL 2023findings

Chinese Named Entity Recognition (CNER) is a widely used technology in various applications. While recent studies have focused on utilizing additional information of the Chinese language and characters to enhance CNER performance, this paper focuses on a specific aspect of CNER known as fine-grained…

2022

MatRank: Text Re-ranking by Latent Preference Matrix

EMNLP 2022finding

Text ranking plays a key role in providing content that best answers user queries. It is usually divided into two sub-tasks to perform efficient information retrieval given a query: text retrieval and text re-ranking. Recent research on pretrained language models (PLM) has demonstrated efficiency an…

Cited by 1SourcePDFScholar