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Hongyu Jing

2 accepted papers

2025

Boosting Text-to-SQL through Multi-grained Error Identification

COLING 2025main

Text-to-SQL is a technology that converts natural language questions into executable SQL queries, allowing users to query and manage relational databases more easily. In recent years, large language models have significantly advanced the development of text-to-SQL. However, existing methods often ov…

2025

Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation

COLING 2025main

Multimodal named entity recognition (MNER) extends traditional named entity recognition (NER) by integrating visual and textual information. However, current methods still face significant challenges due to the text-image mismatch problem. Recent advancements in text-to-image synthesis provide promi…

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