Scholar
Yinghao Li
Google Scholar ID: 2WSooDIAAAAJ
Applied Scientist, AWS
Citations & Impact
Citations
532
H-index
14
i10-index
14
Publications
20
Co-authors
14
list available
Publications
Resume (English only)
Academic Achievements
- ELREA (2024): Expert ensembles framework using gradient-based clustering to improve LLM performance across diverse tasks
- G&O (2024): Methods for fine-tuning and using LLMs to extract structured information from unstructured documents
- ProgGen (2024): Using LLMs to generate pseudo datasets for supervising smaller task-specific models like BERT
- Minesweeper (2023): Investigating whether LLM reasoning abilities are intrinsic or mimicry of training data patterns
- CHMM (2021), Sparse CHMM (2022), Wrench (2021), Ren et al. (2020): Series of works on weakly-supervised named entity recognition and text classification
- TrENC (2023): Transformer-based DOM node classifiers for HTML information extraction
- MUBen (2024): Benchmarking uncertainty quantification methods for molecular property prediction
- GuiG (2020): Syntax-guided paraphrase generation using constituency parsing tags to enhance text diversity and quality
- Li et al. (2020), Xia et al. (2021): Research on radar SCG signal processing and understanding during master's studies
