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Hi šŸ‘‹

šŸ”­ Iā€™m a Ph.D. candidate @UC Riverside.

šŸŒ± My research interests include but are not limited to the intersection of natural language processing (NLP) and uncertainty quantification. I'm interested in NLP applications and efficient LLM training & inference with uncertainty-awareness.

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Yufei Li's Projects

denrl icon denrl

Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning

dgslow icon dgslow

Codebase for the ACL 2023 paper: White-Box Multi-Objective Adversarial Attack on Dialogue Generation.

graphlogad icon graphlogad

Codebase for the ICKG 2023 paper: "GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection".

layerquant icon layerquant

Layer-wise iterative quantization with uncertainty-awareness

llmuncertainty icon llmuncertainty

Uncertainty Awareness of Large Language Models Under Code Distribution Shifts: A Benchmark Study

text-transformation icon text-transformation

Implementation of project "Enhance the Reliability of Neural Language Models on Out-of-distribution Texts"

unbed icon unbed

Codebase for the ACL 2023 paper: "Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data"

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