Haizhou Shi
Haizhou Shi has 2 papers in our library, in 2024–2025, most of them on Information retrieval & search, Vision & language; often with Akshay Nambi, Boci Peng, Hao Wang.
OpenAlex · ORCID · h-index 11 · 26 works · 539 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 125 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4983
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workVision & language · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Retrieval-augmented generation · 1 work
Works by year
2020s
Papers
- Graph Retrieval-Augmented Generation: A Survey (2024 · 276 citations)
Standard Retrieval-Augmented Generation (RAG) supplies LLMs with external text so they hallucinate less and can use domain-specific or current knowledge. - Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models (2025 · 21 citations)
Evaluations of multimodal large language models (MLLMs) usually involve one or a few images, or rely on too few test cases to be statistically meaningful.
All works
- Graph Retrieval-Augmented Generation: A SurveyACM Transactions on Information SystemsBoci Peng, Yun Zhu, Yongchao Liu, et al.2024 · 276 citations
- CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetTao Chen et al.2021 · 71 citations
- Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hengyi Wang, Haizhou Shi, Shiwei Tan, et al.2025 · 21 citations
Co-authors here
Venues
- ACM Transactions on Information Systems: ACM Transactions on Information Systems 2024
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
- Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/haizhou-shi/