Guohai Xu
Guohai Xu has 3 papers in our library, in 2023, most of them on Language models & pretraining, Vision & language, Bias, fairness & safety; often with Ming Yan, Anwen Hu, Chenliang Li.
OpenAlex · ORCID · Wikidata · h-index 24 · 99 works · 2,311 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 413 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #3054
Affiliations
Concepts, shelves and topics
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 worksSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 3 worksVision & language · 2 worksBias, fairness & safety · 1 work
Works by year
2020s
Papers
- mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality (2023 · 410 citations)
Before mPLUG-Owl, open multimodal chat models such as MiniGPT-4 and LLaVA used a frozen vision encoder and only a small trainable bridge to the language model. - UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model (2023 · 128 citations)
Understanding images that contain text, such as documents, tables, charts, webpages and street photos, usually requires either an external OCR system or costly domain-specific pretraining. - CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility (2023 · 63 citations)
Existing Chinese LLM benchmarks such as C-EVAL, M3KE and GAOKAO-Bench mostly test knowledge and reasoning.
All works
- mPLUG-Owl: Modularization Empowers Large Language Models with MultimodalityarXiv:2304.14178Qinghao Ye, Haiyang Xu, Guohai Xu, et al.2023 · 410 citations
- UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language ModelFindings of the Association for Computational LinguisticsJiabo Ye, Anwen Hu, Haiyang Xu, et al.2023 · 128 citations
- AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation ↗arXiv:2311.07397 · no summary yetJunyang Wang et al.2023 · 66 citations
- CValues: Measuring the Values of Chinese Large Language Models from Safety to ResponsibilityarXiv:2307.09705Guohai Xu, Jiayi Liu, Ming Yan, et al.2023 · 63 citations
Co-authors here
- Ming Yan ×3
- Anwen Hu ×2
- Chenliang Li ×2
- Haiyang Xu ×2
- Ji Zhang ×2
- Jiabo Ye ×2
- Qinghao Ye ×2
- Haotian Xu
- Junfeng Tian
- Liang He
- Qi Qian
- Qin Jin
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2023
Cited by
Updated
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