Aspect-Based Sentiment Analysis of Nuclear Energy Tweets with Attentive Deep Neural Network. - Zhengyuan Liu; Jin-Cheon Na (ICADL, 2018)

Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension. - Zhengyuan Liu; Nancy F. Chen (ACL (1), 2019)

Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations. - Zhengyuan Liu; Angela Ng; Sheldon Lee Shao Guang; Ai Ti Aw; Nancy F. Chen (ASRU, 2019)

Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels. - Ali Hatamizadeh; Hamid Hosseini; Zhengyuan Liu; Steven D. Schwartz; Demetri Terzopoulos (MLDM (1), 2019)

Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. - 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 (NAACL-HLT (2), 2019)

Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series. - Yang Guo; Zhengyuan Liu; Pavitra Krishnaswamy; Savitha Ramasamy (CoRR, 2019)

Retinal Vessel Segmentation based on Fully Convolutional Networks. - Zhengyuan Liu (CoRR, 2019)

Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. - Zhengyuan Liu; Pavitra Krishnaswamy; Ai Ti Aw; Nancy F. Chen (COLING (Industry), 2020)

Multilingual Neural RST Discourse Parsing. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (COLING, 2020)

Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (EMNLP (Findings), 2020)

An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations. - Ke Shi 001; Zhengyuan Liu; Nancy F. Chen (CoRR, 2020)

Intelligent and Energy-efficient Distributed Resource Allocation for 5G Cloud Radio Access Networks. - Zhengyuan Liu; Peng Yu 001; Fanqin Zhou; Lei Feng 001; Wenjing Li 001 (CNSM, 2021)

Controllable Neural Dialogue Summarization with Personal Named Entity Planning. - Zhengyuan Liu; Nancy F. Chen (EMNLP (1), 2021)

Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation. - Taha Aksu; Zhengyuan Liu; Min-Yen Kan; Nancy F. Chen (SIGDIAL, 2021)

Coreference-Aware Dialogue Summarization. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (SIGDIAL, 2021)

A Simple But Effective Approach to n-shot Task-Oriented Dialogue Augmentation. - Taha Aksu; Nancy F. Chen; Min-Yen Kan; Zhengyuan Liu (CoRR, 2021)

Dynamic Sliding Window for Meeting Summarization. - Zhengyuan Liu; Nancy F. Chen (CoRR, 2021)

DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (CoRR, 2021)

Improving Multi-Party Dialogue Discourse Parsing via Domain Integration. - Zhengyuan Liu; Nancy F. Chen (CoRR, 2021)

N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. - Ibrahim Taha Aksu; Zhengyuan Liu; Min-Yen Kan; Nancy F. Chen (ACL (Findings), 2022)

An Intelligent Mining Method of Alarm Knowledge Based on Multimedia Software-defined Network. - Xinyue Zhao; Peng Yu 001; Honglin Fang; Zhengyuan Liu (BMSB, 2022)

Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. - Zhengyuan Liu; Shikang Ni; Ai Ti Aw; Nancy F. Chen (COLING, 2022)

Dynamic Sliding Window Modeling for Abstractive Meeting Summarization. - Zhengyuan Liu; Nancy F. Chen (INTERSPEECH, 2022)

Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. - Zhengyuan Liu; Nancy F. Chen (NAACL-HLT (Findings), 2022)

Entity-based De-noising Modeling for Controllable Dialogue Summarization. - Zhengyuan Liu; Nancy F. Chen (SIGDIAL, 2022)

Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations. - Zhengyuan Liu; Pavitra Krishnaswamy; Nancy F. Chen (CoRR, 2022)

Three-stage improved algorithm based on clustering decomposition and its application in drone demand and task allocation. - Zhengyuan Liu; Qinghua Wang (IET Commun., 2022)

Guiding Computational Stance Detection with Expanded Stance Triangle Framework. - Zhengyuan Liu; Yong Keong Yap; Hai Leong Chieu; Nancy F. Chen (ACL (1), 2023)

Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Xiangpeng Wei; Zhengyuan Liu; Jun Xie (ACL (1), 2023)

CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. - Minzhi Li; Taiwei Shi; Caleb Ziems; Min-Yen Kan; Nancy F. Chen; Zhengyuan Liu; Diyi Yang (EMNLP, 2023)

Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. - Zhengyuan Liu; Hai Leong Chieu; Nancy F. Chen (EMNLP (Findings), 2023)

Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations. - Zhengyuan Liu; Siti Umairah Md. Salleh; Hong Choon Oh; Pavitra Krishnaswamy; Nancy F. Chen (EMNLP (Industry Track), 2023)

Instructive Dialogue Summarization with Query Aggregations. - Bin Wang 040; Zhengyuan Liu; Nancy F. Chen (EMNLP, 2023)

Understanding Public Perceptions of K-12 Computational Thinking Education Through an Analysis of Quora. - Stella Xin Yin; Dion Hoe-Lian Goh; Choon Lang Quek; Zhengyuan Liu (HCI (16), 2023)

Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. - Zhengyuan Liu; Nancy F. Chen (ICASSP, 2023)

LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. - Fangkai Jiao; Zhiyang Teng; Shafiq R. Joty; Bosheng Ding; Aixin Sun; Zhengyuan Liu; Nancy F. Chen (CoRR, 2023)

Multiple UAV formations delivery task planning based on a distributed adaptive algorithm. - Zhengyuan Liu; Yanzhou Li; Yuanqing Wu 003 (J. Frankl. Inst., 2023)

Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity. - Yifu Zhang; Hongru Li; Tao Yang 037; Rui Tao; Zhengyuan Liu; Shimeng Shi; Jiansong Zhang; Ning Ma; Wujin Feng; Zhanhu Zhang; Xinyu Zhang (Appl. Soft Comput., 2023)

Construction and analysis of a discrete element model for calculating friction resistance of the typical rotary blades. - Jian Cheng; Junfang Xia; Kan Zheng; Guoyang Liu; Youshuai Wei; Zhengyuan Liu; Panlong Li; Haopeng Liu (Comput. Electron. Agric., 2023)

Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation. - Zhengyuan Liu; Siti Umairah Md. Salleh; Pavitra Krishnaswamy; Nancy F. Chen (ClinicalNLP@NAACL, 2024)

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. - Fangkai Jiao; Chengwei Qin; Zhengyuan Liu; Nancy F. Chen; Shafiq Joty (EMNLP, 2024)

In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models. - Ayrton San Joaquin; Bin Wang 040; Zhengyuan Liu; Philippe Muller; Nicholas Asher; Brian Lim; Nancy F. Chen (EMNLP (Findings), 2024)

Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems. - Zhengyuan Liu; Stella Xin Yin; Geyu Lin; Nancy F. Chen (EMNLP, 2024)

Resilience of Large Language Models for Noisy Instructions. - Bin Wang 040; Chengwei Wei; Zhengyuan Liu; Geyu Lin; Nancy F. Chen (EMNLP (Findings), 2024)

Exploring Self-supervised Logic-enhanced Training for Large Language Models. - Fangkai Jiao; Zhiyang Teng; Bosheng Ding; Zhengyuan Liu; Nancy F. Chen; Shafiq Joty (NAACL-HLT, 2024)

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. - Bin Wang 040; Zhengyuan Liu; Xin Huang; Fangkai Jiao; Yang Ding; AiTi Aw; Nancy F. Chen (NAACL-HLT, 2024)

Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and Evaluation. - Zhengyuan Liu; Stella Xin Yin; Nancy F. Chen (SIGDIAL, 2024)

Research on an intelligent vibration detachment system for rotary tiller based on soil surface roughness dynamic characteristics. - Guoyang Liu; Kan Zheng; Junfang Xia; Jian Cheng; Zhengyuan Liu; Youshuai Wei; Beihai Zhang; Peng Zhang (Comput. Electron. Agric., 2024)

Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions. - Zhengyuan Liu; Stella Xin Yin; Carolyn Lee; Nancy F. Chen (CoRR, 2024)

CRAFT: Extracting and Tuning Cultural Instructions from the Wild. - Bin Wang 040; Geyu Lin; Zhengyuan Liu; Chengwei Wei; Nancy F. Chen (CoRR, 2024)

Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework. - Minzhi Li; Zhengyuan Liu; Shumin Deng; Shafiq Joty; Nancy F. Chen; Min-Yen Kan (CoRR, 2024)

Effects of nonlinear dynamic online assessment model on language learners' learning outcomes and cognitive load. - Zhengyuan Liu (Educ. Inf. Technol., 2024)

Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. - Quanyu Long; Jianda Chen; Zhengyuan Liu; Nancy F. Chen; Wenya Wang 001; Sinno Jialin Pan (ACL (Findings), 2025)

DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation. - Minzhi Li; Zhengyuan Liu; Shumin Deng; Shafiq Joty; Nancy F. Chen; Min-Yen Kan (COLING, 2025)

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. - Geyu Lin; Bin Wang 040; Zhengyuan Liu; Nancy F. Chen (COLING Workshops, 2025)

Scaling Up Collaborative Dialogue Analysis: An AI-driven Approach to Understanding Dialogue Patterns in Computational Thinking Education. - Stella Xin Yin; Zhengyuan Liu; Dion Hoe-Lian Goh; Choon Lang Quek; Nancy F. Chen (LAK, 2025)

AudioBench: A Universal Benchmark for Audio Large Language Models. - Bin Wang 040; Xunlong Zou; Geyu Lin; Shuo Sun; Zhuohan Liu; Wenyu Zhang; Zhengyuan Liu; AiTi Aw; Nancy F. Chen (NAACL (Long Papers), 2025)

Transformer-based document-level discourse processing: Exploiting prior language knowledge and hierarchical parsing. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (Comput. Speech Lang., 2025)

MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish. - Xin Huang; Tarun Kumar Vangani; Minh Duc Pham; Xunlong Zou; Bin Wang 040; Zhengyuan Liu; Ai Ti Aw (CoRR, 2025)

AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought. - Xin Huang; Tarun Kumar Vangani; Zhengyuan Liu; Bowei Zou; Ai Ti Aw (CoRR, 2025)

Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation. - Galann Pennec; Zhengyuan Liu; Nicholas Asher; Philippe Muller; Nancy F. Chen (CoRR, 2025)

SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning. - Zhengyuan Liu; Geyu Lin; Hui Li Tan; Huayun Zhang; Yanfeng Lu; Xiaoxue Gao; Stella Xin Yin; He Sun; Hock Huan Goh; Lung-Hsiang Wong; Nancy F. Chen (CoRR, 2025)

COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content. - Zhengyuan Liu; Stella Xin Yin; Dion Hoe-Lian Goh; Nancy F. Chen (CoRR, 2025)

CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation. - Weihua Zheng; Roy Ka-Wei Lee; Zhengyuan Liu; Kui Wu; AiTi Aw; Bowei Zou (CoRR, 2025)