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Zhengyuan Liu
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2020 – today
- 2024
- [j5]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: 109214 (2024) - [c34]Zhengyuan Liu, Siti Umairah Md. Salleh, Pavitra Krishnaswamy, Nancy F. Chen:
Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation. ClinicalNLP@NAACL 2024: 310-321 - [c33]Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy Chen, Shafiq Joty:
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. EMNLP 2024: 334-350 - [c32]Zhengyuan Liu, Stella Xin Yin, Geyu Lin, Nancy Chen:
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems. EMNLP 2024: 626-642 - [c31]Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Philippe Muller, Nicholas Asher, Brian Lim, Nancy F. Chen:
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models. EMNLP (Findings) 2024: 10324-10335 - [c30]Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy Chen:
Resilience of Large Language Models for Noisy Instructions. EMNLP (Findings) 2024: 11939-11950 - [c29]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: 370-390 - [c28]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: 926-941 - [c27]Zhengyuan Liu, Stella Xin Yin, Nancy F. Chen:
Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and Evaluation. SIGDIAL 2024: 500-515 - [i33]Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty:
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. CoRR abs/2402.00658 (2024) - [i32]Zhengyuan Liu, Stella Xin Yin, Carolyn Lee, Nancy F. Chen:
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions. CoRR abs/2404.03429 (2024) - [i31]Zhengyuan Liu, Stella Xin Yin, Geyu Lin, Nancy F. Chen:
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems. CoRR abs/2404.06762 (2024) - [i30]Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen:
Resilience of Large Language Models for Noisy Instructions. CoRR abs/2404.09754 (2024) - [i29]Geyu Lin, Bin Wang, Zhengyuan Liu, Nancy F. Chen:
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. CoRR abs/2404.11932 (2024) - [i28]Bin Wang, Geyu Lin, Zhengyuan Liu, Chengwei Wei, Nancy F. Chen:
CRAFT: Extracting and Tuning Cultural Instructions from the Wild. CoRR abs/2405.03138 (2024) - [i27]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 abs/2405.15329 (2024) - [i26]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 abs/2406.16020 (2024) - [i25]Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Nicholas Asher, Brian Lim, Philippe Muller, Nancy F. Chen:
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models. CoRR abs/2408.03560 (2024) - 2023
- [j4]Yifu Zhang
, Hongru Li, Tao Yang
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity. Appl. Soft Comput. 146: 110675 (2023) - [j3]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: 108303 (2023) - [j2]Zhengyuan Liu, Yanzhou Li, Yuanqing Wu:
Multiple UAV formations delivery task planning based on a distributed adaptive algorithm. J. Frankl. Inst. 360(4): 3047-3076 (2023) - [c26]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: 468-486 - [c25]Zhengyuan Liu, Yong Keong Yap
Guiding Computational Stance Detection with Expanded Stance Triangle Framework. ACL (1) 2023: 3987-4001 - [c24]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: 185-193 - [c23]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: 1487-1505 - [c22]Zhengyuan Liu, Hai Leong Chieu, Nancy Chen:
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. EMNLP (Findings) 2023: 2641-2649 - [c21]Bin Wang, Zhengyuan Liu, Nancy Chen:
Instructive Dialogue Summarization with Query Aggregations. EMNLP 2023: 7630-7653 - [c20]Stella Xin Yin
Understanding Public Perceptions of K-12 Computational Thinking Education Through an Analysis of Quora. HCI (16) 2023: 162-180 - [c19]Zhengyuan Liu, Nancy F. Chen
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. ICASSP 2023: 1-5 - [i24]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 abs/2305.13718 (2023) - [i23]Yifu Zhang
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity. CoRR abs/2305.19069 (2023) - [i22]Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen:
Guiding Computational Stance Detection with Expanded Stance Triangle Framework. CoRR abs/2305.19845 (2023) - [i21]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 abs/2309.04766 (2023) - [i20]Bin Wang, Zhengyuan Liu, Nancy F. Chen
Instructive Dialogue Summarization with Query Aggregations. CoRR abs/2310.10981 (2023) - [i19]Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. CoRR abs/2310.15638 (2023) - [i18]Zhengyuan Liu, Hai Leong Chieu, Nancy F. Chen
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. CoRR abs/2311.04495 (2023) - [i17]Zhengyuan Liu, Nancy F. Chen
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. CoRR abs/2312.09541 (2023) - 2022
- [j1]Zhengyuan Liu
Three-stage improved algorithm based on clustering decomposition and its application in drone demand and task allocation. IET Commun. 16(16): 1957-1972 (2022) - [c18]Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen:
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. ACL (Findings) 2022: 1659-1671 - [c17]Xinyue Zhao, Peng Yu, Honglin Fang, Zhengyuan Liu:
An Intelligent Mining Method of Alarm Knowledge Based on Multimedia Software-defined Network. BMSB 2022: 1-5 - [c16]Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen:
Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. COLING 2022: 3924-3936 - [c15]Zhengyuan Liu, Nancy F. Chen
Dynamic Sliding Window Modeling for Abstractive Meeting Summarization. INTERSPEECH 2022: 5150-5154 - [c14]Zhengyuan Liu, Nancy F. Chen:
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. NAACL-HLT (Findings) 2022: 2633-2648 - [c13]Zhengyuan Liu, Nancy F. Chen:
Entity-based De-noising Modeling for Controllable Dialogue Summarization. SIGDIAL 2022: 407-418 - [i16]Zhengyuan Liu, Nancy F. Chen
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. CoRR abs/2205.09324 (2022) - [i15]Zhengyuan Liu, Pavitra Krishnaswamy, Nancy F. Chen
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations. CoRR abs/2206.02428 (2022) - 2021
- [c12]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: 70-76 - [c11]Zhengyuan Liu, Nancy F. Chen:
Controllable Neural Dialogue Summarization with Personal Named Entity Planning. EMNLP (1) 2021: 92-106 - [c10]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: 133-143 - [c9]Zhengyuan Liu
Coreference-Aware Dialogue Summarization. SIGDIAL 2021: 509-519 - [i14]Taha Aksu, Nancy F. Chen, Min-Yen Kan, Zhengyuan Liu:
A Simple But Effective Approach to n-shot Task-Oriented Dialogue Augmentation. CoRR abs/2103.00293 (2021) - [i13]Zhengyuan Liu, Ke Shi, Nancy F. Chen:
Coreference-Aware Dialogue Summarization. CoRR abs/2106.08556 (2021) - [i12]Zhengyuan Liu, Nancy F. Chen:
Dynamic Sliding Window for Meeting Summarization. CoRR abs/2108.13629 (2021) - [i11]Zhengyuan Liu, Nancy F. Chen:
Controllable Neural Dialogue Summarization with Personal Named Entity Planning. CoRR abs/2109.13070 (2021) - [i10]Zhengyuan Liu, Ke Shi, Nancy F. Chen:
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing. CoRR abs/2110.04518 (2021) - [i9]Zhengyuan Liu, Nancy F. Chen:
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration. CoRR abs/2110.04526 (2021) - 2020
- [c8]Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. COLING (Industry) 2020: 228-235 - [c7]Zhengyuan Liu
Multilingual Neural RST Discourse Parsing. COLING 2020: 6730-6738 - [c6]Zhengyuan Liu
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. EMNLP (Findings) 2020: 1453-1463 - [i8]Zhengyuan Liu, Ke Shi, Nancy F. Chen:
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. CoRR abs/2004.13983 (2020) - [i7]Zhengyuan Liu, Ke Shi, Nancy F. Chen:
Multilingual Neural RST Discourse Parsing. CoRR abs/2012.01704 (2020) - [i6]Ke Shi, Zhengyuan Liu, Nancy F. Chen:
An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations. CoRR abs/2012.11169 (2020)
2010 – 2019
- 2019
- [c5]Zhengyuan Liu
Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension. ACL (1) 2019: 5460-5466 - [c4]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: 814-821 - [c3]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: 39-48 - [c2]Zhengyuan Liu
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. NAACL-HLT (2) 2019: 24-31 - [i5]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 abs/1903.03530 (2019) - [i4]Ali Hatamizadeh, Hamid Hosseini, Zhengyuan Liu, Steven D. Schwartz, Demetri Terzopoulos:
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels. CoRR abs/1905.12120 (2019) - [i3]Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen:
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations. CoRR abs/1910.01335 (2019) - [i2]Yang Guo, Zhengyuan Liu, Pavitra Krishnaswamy, Savitha Ramasamy:
Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series. CoRR abs/1911.07572 (2019) - [i1]Zhengyuan Liu:
Retinal Vessel Segmentation based on Fully Convolutional Networks. CoRR abs/1911.09915 (2019) - 2018
- [c1]Zhengyuan Liu, Jin-Cheon Na
Aspect-Based Sentiment Analysis of Nuclear Energy Tweets with Attentive Deep Neural Network. ICADL 2018: 99-111
Coauthor Index
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last updated on 2024-11-19 20:48 CET by the dblp team
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