Zhaoyi Li
PhD Student @ University of Science and Technology of China
compositional generalization
data augmentation
controllable text generation
scientific reasoning
model editing
tool-augmented llms
compositional multi-hop reasoning
benchmark
inner workings of llms
4
presentations
1
number of views
SHORT BIO
Zhaoyi Li is currently a first-year PhD student in University of Science and Technology of China (USTC) and City University of Hong Kong (CityU). My research interest includes machine learning and natural language processing. Specifically, I work on making human beings and neural network systems better understand each other (i.e., generalization and interpretability). I currently focus on investigating the compositionality of language models from the perspectives of generalization, reasoning pattern, implicit structure and so on.
Presentations
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
Weichuan Wang and 5 other authors
Understanding and Patching Compositional Reasoning in LLMs
Zhaoyi Li and 5 other authors
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation
Tianqi Zhong and 6 other authors
Learning to Substitute Spans towards Improving Compositional Generalization
Zhaoyi Li and 2 other authors