Liu, Zhengyuan
- AudioBench: A Universal Benchmark for Audio Large Language Models
2024/06/23 by Bin Wang, Wang, Bin, Xunlong Zou +15 · 32 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
2023/09/09 by Bin Wang, Zhengyuan Liu, Wang, Bin +11 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing
2024/02/01 by Jiao, Fangkai, Qin, Chengwei, Liu, Zhengyuan +2 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Coreference-Aware Dialogue Summarization
2021/06/16 by Liu, Zhengyuan, Shi, Ke, Chen, Nancy F. · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems
2024/04/10 by Zhengyuan Liu, Liu, Zhengyuan, Stella Xin Yin +5 · 4 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
- Resilience of Large Language Models for Noisy Instructions
2024/04/15 by Bin Wang, Chengwei Wei, Wang, Bin +7 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
2024/08/07 by Joaquin, Ayrton San, Wang, Bin, Liu, Zhengyuan +4 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment
2024/04/18 by Geyu Lin, Lin, Geyu, Bin Wang +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations
2019/10/03 by Liu, Zhengyuan, Ng, Angela, Lee, Sheldon +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Deep Dilated Convolutional Nets for the Automatic Segmentation of\n Retinal Vessels
2019/05/28 by Ali Hatamizadeh, Hamid Hosseini, Hatamizadeh, Ali +7 · 2 citations
Medicine · Computer Science · #Retinal Imaging and Analysis #Retinal and Optic Conditions #Digital Imaging for Blood Diseases
- Multilingual Neural RST Discourse Parsing
2020/12/03 by Liu, Zhengyuan, Shi, Ke, Chen, Nancy F. · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Improving Multi-Party Dialogue Discourse Parsing via Domain Integration
2021/10/09 by Zhengyuan Liu, Liu, Zhengyuan, Nancy F. Chen +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Controllable Neural Dialogue Summarization with Personal Named Entity Planning
2021/09/27 by Zhengyuan Liu, Nancy F. Chen, Liu, Zhengyuan +1 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing
2021/10/09 by Zhengyuan Liu, Liu, Zhengyuan, Ke Shi +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation
2024/05/24 by Li, Minzhi, Liu, Zhengyuan, Deng, Shumin +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought
2025/01/27 by Zheng, Weihua, Xin Huang, Zhengyuan Liu +12 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions
2024/04/04 by Liu, Zhengyuan, Yin, Stella Xin, Lee, Carolyn +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Exploring Self-supervised Logic-enhanced Training for Large Language Models
2023/05/23 by Fangkai Jiao, Jiao, Fangkai, Zhiyang Teng +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Guiding Computational Stance Detection with Expanded Stance Triangle Framework
2023/05/31 by Liu, Zhengyuan, Yap, Yong Keong, Chieu, Hai Leong +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- CRAFT: Extracting and Tuning Cultural Instructions from the Wild
2024/05/06 by Bin Wang, Geyu Lin, Wang, Bin +7 · 1 citation
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Diverse Musicological Studies #FOS: Computer and information sciences #Music and Audio Processing
- CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation
2025/07/17 by Zheng, Weihua, Lee, Roy Ka-Wei, Liu, Zhengyuan +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content
2025/06/11 by Zhengyuan Liu, Liu, Zhengyuan, Stella Xin Yin +5 · 2 citations
Computer Science · #Text Readability and Simplification #Intelligent Tutoring Systems and Adaptive Learning #Teaching and Learning Programming