An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models. - Zihan Zhao; Yuncong Liu; Lu Chen 002; Qi Liu 018; Rao Ma; Kai Yu 004 (NLPCC (1), 2020)

UniDU: Towards A Unified Generative Dialogue Understanding Framework. - Zhi Chen 006; Lu Chen 002; Bei Chen; Libo Qin 001; Yuncong Liu; Su Zhu; Jian-Guang Lou; Kai Yu 004 (SIGDIAL, 2022)

DialogZoo: Large-Scale Dialog-Oriented Task Learning. - Zhi Chen 006; Jijia Bao; Lu Chen 002; Yuncong Liu; Da Ma; Bei Chen; Mengyue Wu; Su Zhu; Jian-Guang Lou; Kai Yu 004 (CoRR, 2022)

OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue. - Zhi Chen 006; Yuncong Liu; Lu Chen 002; Su Zhu; Mengyue Wu; Kai Yu 004 (Trans. Assoc. Comput. Linguistics, 2023)

Label-Aware Auxiliary Learning for Dialogue State Tracking. - Yuncong Liu; Lu Chen 002; Kai Yu 004 (ICASSP, 2024)

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs. - Yixuan Liang; Yuncong Liu; Boyu Zhang; Christina Dan Wang; Hongyang Yang (CoRR, 2024)

Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling. - Hang Zheng; Hongshen Xu; Yuncong Liu; Lu Chen 002; Pascale Fung; Kai Yu 004 (CoRR, 2025)