Search Results for author: Dechen Zhan

Found 5 papers, 4 papers with code

DesignProbe: A Graphic Design Benchmark for Multimodal Large Language Models

no code implementations23 Apr 2024 Jieru Lin, Danqing Huang, Tiejun Zhao, Dechen Zhan, Chin-Yew Lin

This complexity makes the comprehension of graphic design challenging, for it needs the capability to both recognize the design elements and understand the design.

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Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator

1 code implementation29 Jan 2024 Jieru Lin, Danqing Huang, Tiejun Zhao, Dechen Zhan, Chin-Yew Lin

Furthermore, based on our observation that pixel space is more sensitive in capturing spatial patterns of graphic layouts (e. g., overlap, alignment), we propose a learning-based locator to detect erroneous tokens which takes the wireframe image rendered from the generated layout sequence as input.

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Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge

1 code implementation3 Jan 2023 Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou

In this paper, we study the problem of knowledge-intensive text-to-SQL, in which domain knowledge is necessary to parse expert questions into SQL queries over domain-specific tables.

Semantic Parsing Text-To-SQL

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing

1 code implementation27 Dec 2022 Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou

Text-to-SQL semantic parsing is an important NLP task, which greatly facilitates the interaction between users and the database and becomes the key component in many human-computer interaction systems.

Benchmarking Semantic Parsing +1

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL

1 code implementation15 Mar 2022 Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou

Existing text-to-SQL semantic parsers are typically designed for particular settings such as handling queries that span multiple tables, domains or turns which makes them ineffective when applied to different settings.

Language Modelling Text-To-SQL

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