I’m a third year PhD student with Prof. Nigel Collier in Language Technology Lab, University of Cambridge. My research focus is in NLP and LLM, especially in LLM evaluation, Controlled Text Generation, Generation with Discourse structure, Task-oriented Dialog, Data Synthesis for aligning LLM.
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vuli´c, Anna Korhonen and Nigel Collier.
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles
Yinhong Liu, Yimai Fang, David Vandyke and Nigel Collier.
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence
Yinhong Liu, Yixuan Su, Ehsan Shareghi and Nigel Collier. [code]
NAACL, main conference. 2024.
Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions
Yinhong Liu, Yixuan Su, Ehsan Shareghi and Nigel Collier. [code]
Plug-and-play Recipe Generation with Content Planning
Yinhong Liu, Yixuan Su, Ehsan Shareghi and Nigel Collier. [code]
EMNLP, Generation, Evaluation & Metrics (GEM) Workshop, 2022.
Learning Functional Distributional Semantics with Visual Data[slides]
Yinhong Liu and Guy Emerson. [code]
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.