Zhengyuan Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 65

Top Topics

Tutoring System

Topic Segmentation

Multiple Constraints

Top Venues

Comput. Electron. Agric.

Publications

Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
Exploring Self-supervised Logic-enhanced Training for Large Language Models. NAACL-HLT (2024)
Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. CoRR (2024)
Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen
Resilience of Large Language Models for Noisy Instructions. CoRR (2024)
Zhengyuan Liu, Stella Xin Yin, Carolyn Lee, Nancy F. Chen
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions. CoRR (2024)
Guoyang Liu, Kan Zheng, Junfang Xia, Jian Cheng, Zhengyuan Liu, Youshuai Wei, Beihai Zhang, Peng Zhang
Research on an intelligent vibration detachment system for rotary tiller based on soil surface roughness dynamic characteristics. Comput. Electron. Agric. 224 (2024)
Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, AiTi Aw, Nancy Chen
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. NAACL-HLT (2024)
Zhengyuan Liu, Stella Xin Yin, Geyu Lin, Nancy F. Chen
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems. CoRR (2024)
Bin Wang, Geyu Lin, Zhengyuan Liu, Chengwei Wei, Nancy F. Chen
CRAFT: Extracting and Tuning Cultural Instructions from the Wild. CoRR (2024)
Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen
AudioBench: A Universal Benchmark for Audio Large Language Models. CoRR (2024)
Geyu Lin, Bin Wang, Zhengyuan Liu, Nancy F. Chen
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. CoRR (2024)
Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan
Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework. CoRR (2024)
Zhengyuan Liu, Siti Umairah Md. Salleh, Hong Choon Oh, Pavitra Krishnaswamy, Nancy F. Chen
Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations. EMNLP (Industry Track) (2023)
Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. EMNLP (2023)
Zhengyuan Liu, Yanzhou Li, Yuanqing Wu
Multiple UAV formations delivery task planning based on a distributed adaptive algorithm. J. Frankl. Inst. 360 (4) (2023)
Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen
Guiding Computational Stance Detection with Expanded Stance Triangle Framework. ACL (1) (2023)
Zhengyuan Liu, Hai Leong Chieu, Nancy F. Chen
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. CoRR (2023)
Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. CoRR (2023)
Jian Cheng, Junfang Xia, Kan Zheng, Guoyang Liu, Youshuai Wei, Zhengyuan Liu, Panlong Li, Haopeng Liu
Construction and analysis of a discrete element model for calculating friction resistance of the typical rotary blades. Comput. Electron. Agric. 214 (2023)
Bin Wang, Zhengyuan Liu, Nancy F. Chen
Instructive Dialogue Summarization with Query Aggregations. CoRR (2023)
Fangkai Jiao, Zhiyang Teng, Shafiq R. Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. CoRR (2023)
Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, Ai Ti Aw, Nancy F. Chen
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. CoRR (2023)
Zhengyuan Liu, Nancy F. Chen
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. ICASSP (2023)
Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Xiangpeng Wei, Zhengyuan Liu, Jun Xie
Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints. ACL (1) (2023)
Yifu Zhang, Hongru Li, Tao Yang, Rui Tao, Zhengyuan Liu, Shimeng Shi, Jiansong Zhang, Ning Ma, Wujin Feng, Zhanhu Zhang, Xinyu Zhang
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity. CoRR (2023)
Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen
Guiding Computational Stance Detection with Expanded Stance Triangle Framework. CoRR (2023)
Zhengyuan Liu, Nancy F. Chen
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. CoRR (2023)
Bin Wang, Zhengyuan Liu, Nancy Chen
Instructive Dialogue Summarization with Query Aggregations. EMNLP (2023)
Yifu Zhang, Hongru Li, Tao Yang, Rui Tao, Zhengyuan Liu, Shimeng Shi, Jiansong Zhang, Ning Ma, Wujin Feng, Zhanhu Zhang, Xinyu Zhang
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity. Appl. Soft Comput. 146 (2023)
Zhengyuan Liu, Hai Leong Chieu, Nancy Chen
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. EMNLP (Findings) (2023)
Stella Xin Yin, Dion Hoe-Lian Goh, Choon Lang Quek, Zhengyuan Liu
Understanding Public Perceptions of K-12 Computational Thinking Education Through an Analysis of Quora. HCI (16) (2023)
Zhengyuan Liu, Pavitra Krishnaswamy, Nancy F. Chen
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations. CoRR (2022)
Zhengyuan Liu, Nancy F. Chen
Dynamic Sliding Window Modeling for Abstractive Meeting Summarization. INTERSPEECH (2022)
Xinyue Zhao, Peng Yu, Honglin Fang, Zhengyuan Liu
An Intelligent Mining Method of Alarm Knowledge Based on Multimedia Software-defined Network. BMSB (2022)
Zhengyuan Liu, Nancy F. Chen
Entity-based De-noising Modeling for Controllable Dialogue Summarization. SIGDIAL (2022)
Zhengyuan Liu, Qinghua Wang
Three-stage improved algorithm based on clustering decomposition and its application in drone demand and task allocation. IET Commun. 16 (16) (2022)
Zhengyuan Liu, Nancy F. Chen
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. CoRR (2022)
Zhengyuan Liu, Nancy F. Chen
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. NAACL-HLT (Findings) (2022)
Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. ACL (Findings) (2022)
Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen
Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. COLING (2022)
Taha Aksu, Nancy F. Chen, Min-Yen Kan, Zhengyuan Liu
A Simple But Effective Approach to n-shot Task-Oriented Dialogue Augmentation. CoRR (2021)
Zhengyuan Liu, Nancy F. Chen
Controllable Neural Dialogue Summarization with Personal Named Entity Planning. EMNLP (1) (2021)
Zhengyuan Liu, Nancy F. Chen
Dynamic Sliding Window for Meeting Summarization. CoRR (2021)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Coreference-Aware Dialogue Summarization. SIGDIAL (2021)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing. CoRR (2021)
Zhengyuan Liu, Nancy F. Chen
Controllable Neural Dialogue Summarization with Personal Named Entity Planning. CoRR (2021)
Zhengyuan Liu, Peng Yu, Fanqin Zhou, Lei Feng, Wenjing Li
Intelligent and Energy-efficient Distributed Resource Allocation for 5G Cloud Radio Access Networks. CNSM (2021)
Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen
Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation. SIGDIAL (2021)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Coreference-Aware Dialogue Summarization. CoRR (2021)
Zhengyuan Liu, Nancy F. Chen
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration. CoRR (2021)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Multilingual Neural RST Discourse Parsing. COLING (2020)
Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. COLING (Industry) (2020)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. CoRR (2020)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. EMNLP (Findings) (2020)
Ke Shi, Zhengyuan Liu, Nancy F. Chen
An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations. CoRR (2020)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Multilingual Neural RST Discourse Parsing. CoRR (2020)
Zhengyuan Liu, Jia Hui Hazel Lim, Nur Farah Ain Binte Sahimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee Shao Guang, Michael Ross Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. CoRR (2019)
Zhengyuan Liu
Retinal Vessel Segmentation based on Fully Convolutional Networks. CoRR (2019)
Zhengyuan Liu, Nancy F. Chen
Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension. ACL (1) (2019)
Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen
Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations. ASRU (2019)
Ali Hatamizadeh, Hamid Hosseini, Zhengyuan Liu, Steven D. Schwartz, Demetri Terzopoulos
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels. MLDM (1) (2019)
Yang Guo, Zhengyuan Liu, Pavitra Krishnaswamy, Savitha Ramasamy
Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series. CoRR (2019)
Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations. CoRR (2019)
Zhengyuan Liu, Jia Hui Hazel Lim, Nur Farah Ain Binte Sahimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee Shao Guang, Michael Ross Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. NAACL-HLT (2) (2019)
Ali Hatamizadeh, Hamid Hosseini, Zhengyuan Liu, Steven D. Schwartz, Demetri Terzopoulos
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels. CoRR (2019)
Zhengyuan Liu, Jin-Cheon Na
Aspect-Based Sentiment Analysis of Nuclear Energy Tweets with Attentive Deep Neural Network. ICADL (2018)