Xiaobo Xia
Xiaobo Xia has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Vision & language, Reasoning; often with Binyuan Hui, Bo Chen, Fei Huang.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 55 times in our library · ⭐ Paper Stars ranking: #7406
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksSocial Sciences · 1 workSociology and Political Science · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- One-Shot Learning as Instruction Data Prospector for Large Language Models (2024 · 61 citations)
Instruction tuning datasets keep growing, but larger collections often carry noisy examples, and choosing good subsets usually depends on costly trial-and-error. - OFFSIDE: Benchmarking Unlearning Misinformation in Multimodal Large Language Models (2026 · 4 citations)
OFFSIDE is a benchmark for checking whether multimodal large language models (MLLMs) can be made to forget misinformation. - SPD-Faith Bench: Diagnosing and Improving Faithfulness in Chain-of-Thought for Multimodal Large Language Models (2026 · 1 citation)
Chain-of-Thought traces from multimodal large language models (MLLMs) often look coherent, yet they may not reflect how visual evidence actually drives the answer.
Co-authors here
- Binyuan Hui
- Bo Chen
- Fei Huang
- Hao Zheng
- Jiaheng Wei
- Jiaxi Yang
- Junhao Liu
- Lei Zhang
- Min Yang
- Shuzheng Si
- Tongliang Liu
- Yongbin Li
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2024
Cited by
Updated
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