Wenwei Zhang
Wenwei Zhang has 3 papers in our library, in 2023–2024, most of them on Vision & language; often with Bin Wang, Haodong Duan, Linke Ouyang.
OpenAlex · ORCID · h-index 25 · 105 works · 2,564 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 616 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #4474
Affiliations
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 1Research subjects and languages the work is about.Vision & language · 2 works
Works by year
2020s
Papers
- InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model (2024 · 92 citations)
InternLM-XComposer2 is a vision-language model that both understands images and writes long documents mixing text and pictures. Its predecessor could only build such articles from a title. The new model accepts much richer inputs: outlines, detailed written requirements and reference images. - InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition (2023 · 85 citations)
Most open vision-language large models (VLLMs) produce only text. InternLM-XComposer, from Shanghai Artificial Intelligence Laboratory, extends this to writing long articles with illustrations placed inside the text, while also improving image understanding. The model pairs a visual encoder and a Perceive Sampler… - Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models (2024 · 63 citations)
Open-source LLMs still perform much worse than API-based systems such as GPT-4 when used as agents. Tuning them on agent-specific data can also weaken their general skills. The authors make three diagnostic observations:
All works
- InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large ModelarXiv:2401.16420Xiaoyi Dong, Pan Zhang, Yuhang Zang, et al.2024 · 92 citations
- InternLM-Math: Open Math Large Language Models Toward Verifiable ReasoningarXiv:2402.06332 · original ↗ · no summary yetHuaiyuan Ying et al.2024 · 90 citations
- InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and CompositionarXiv:2309.15112Pan Zhang, Xiaoyi Dong, Bin Wang, et al.2023 · 85 citations
- Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language ModelsFindings of the Association for Computational LinguisticsZehui Chen, Kuikun Liu, Qiuchen Wang, et al.2024 · 63 citations
- InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HDarXiv:2404.06512 · original ↗ · no summary yetXiaoyi Dong et al.2024 · 52 citations
- InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and OutputarXiv:2407.03320 · original ↗ · no summary yetPan Zhang et al.2024 · 36 citations
- InternLM-Law: An Open Source Chinese Legal Large Language ModelarXiv:2406.14887 · original ↗ · no summary yetZhiwei Fei et al.2024 · 8 citations
Co-authors here
- Bin Wang ×2
- Haodong Duan ×2
- Linke Ouyang ×2
- Pan Zhang ×2
- Songyang Zhang ×2
- Xiaoyi Dong ×2
- Yuhang Cao ×2
- Dahua Lin
- Feng Zhao
- Hang Yan
- Kai Chen
- Maosong Cao
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
Cited by
Updated
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