I’m a second year PhD student with Prof. Nigel Collier in Language Technology Lab, University of Cambridge. My research focus is in AI and NLP, especially in Controlled Text Generation with Large Language Models. The goal of my PhD is to generate structurally coherent text in various domains, including News, dialogs, stories and recipes.
Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions
Yinhong Liu, Yixuan Su, Ehsan Shareghi and Nigel Collier.
Plug-and-play Recipe Generation with Content Planning
Yinhong Liu, Yixuan Su, Ehsan Shareghi and Nigel Collier.
The Conference on Empirical Methods in Natural Language Processing (EMNLP), Generation, Evaluation & Metrics (GEM) Workshop, 2022.
Learning Functional Distributional Semantics with Visual Data[slides]
Yinhong Liu and Guy Emerson. [code]
In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), main conference. 2022.
Multi-channel audio statistical restoration
Yinhong Liu and Simon Godsill.
IEEE International Conference on Signal Processing, Communications and Computing (IEEE-ICSPCC), 2020.