Sheng Guo
Sheng Guo has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks, Vision & language; often with Bo Zheng, Haobo Wang, Qi Zhang.
OpenAlex · h-index 1 · 5 works · 1 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 work
🧭 Topics 4Research subjects and languages the work is about.Efficient models & compression · 1 workEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- FinMRAGBench: A Realistic and Complex Benchmark for Multi-Modal RAG in Financial Document Analysis (2026)
Financial analysts often need evidence that is spread across several filings, non-adjacent pages, and different formats such as prose, tables, and charts. - MaskTab: Scalable Masked Tabular Pretraining with Scaling Laws and Distillation for Industrial Classification (2026)
Industrial tables used in finance and similar high-stakes domains are wide, sparse, and mostly unlabeled. Their missing values often carry meaning, yet standard pipelines built around GBDTs such as XGBoost usually drop or impute them. The authors propose MaskTab, a self-supervised pretraining framework for this kind…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Updated
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