Feiran Zhang
Feiran Zhang has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Information retrieval & search, Vision & language; often with Changze Lv, Yixin Wu, Zhenghua Wang.
OpenAlex · h-index 1 · 2 works · 2 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 40 times in our library · ⭐ Paper Stars ranking: #6149
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workComputer Vision and Pattern Recognition · 2 works
🧭 Topics 3Research subjects and languages the work is about.Information retrieval & search · 1 workLanguage models & pretraining · 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
- Searching for Best Practices in Retrieval-Augmented Generation (2024 · 150 citations)
Retrieval-augmented generation (RAG) pipelines consist of many stages, and each stage can be built in several ways. - VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck (2026 · 3 citations)
Vision-Language Models often describe things that are not actually in the image. Most existing detectors look only at output confidence, such as logit entropy, or rely on external verifiers. VIB-Probe looks inside the model instead. During decoding, it collects the raw per-head attention outputs from every… - Mitigating Hallucinations in VLMs: Enhancing Visual Attention via Head-Wise Perturbation (2026)
Vision-language models often hallucinate because they lean on the language priors of their LLM backbone instead of the image.
Co-authors here
- Changze Lv ×3
- Yixin Wu ×3
- Zhenghua Wang ×3
- Qi Qian ×2
- Xiaohua Wang ×2
- Xiaoqing Zheng ×2
- Xuanjing Huang ×2
- Shizheng Li
- Tianyuan Shi
- Zhibo Xu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2024
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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