Peng, Zhiyuan
- ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
2023/05/23 by Binfeng Xu, Xu, Binfeng, Zhiyuan Peng +9 · 5 voices · 18 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph
2024/02/29 by Xukun Liu, Zhiyuan Peng, Liu, Xukun +11 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- FNSPID: A Comprehensive Financial News Dataset in Time Series
2024/02/09 by Zihan Dong, Fan Xinyu, Dong, Zihan +3 · 9 citations
Computer Science · Decision Sciences · #FOS: Economics and business #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Sparsely Shared LoRA on Whisper for Child Speech Recognition
2023/09/21 by Wei Liu, Ying Qin, Liu, Wei +5 · 5 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
- Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks
2025/01/11 by Luo, Xuanhao, Li, Zhizhen, Peng, Zhiyuan +2 · 10 citations
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models
2023/07/17 by Peng, Zhiyuan, Wu, Xuyang, Wang, Qifan +1 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- CLAPSep: Leveraging Contrastive Pre-trained Model for Multi-Modal Query-Conditioned Target Sound Extraction
2024/02/27 by Hao Ma, Ma, Hao, Zhiyuan Peng +9 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Extending Whisper with prompt tuning to target-speaker ASR
2023/12/13 by Hao Ma, Ma, Hao, Zhiyuan Peng +7 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications
2024/09/25 by Lin, Ethan, Peng, Zhiyuan, Fang Yi +1 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling #scientometrics and bibliometrics research
- Gentopia: A Collaborative Platform for Tool-Augmented LLMs
2023/08/08 by Binfeng Xu, Xu, Binfeng, Xin Liu +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
- Exploiting Pre-Trained ASR Models for Alzheimer's Disease Recognition Through Spontaneous Speech
2021/10/04 by Qin, Ying, Liu, Wei, Peng, Zhiyuan +4 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Biological sciences #FOS: Electrical engineering #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- SolEval: Benchmarking Large Language Models for Repository-level Solidity Code Generation
2025/02/26 by Peng, Zhiyuan, Yin, Xin, Qian, Rui +5 · 3 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions
2024/10/18 by Zhiyuan Peng, Jinming Nian, Peng, Zhiyuan +5 · 2 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Explainable Trajectory Representation through Dictionary Learning
2023/12/13 by Yuanbo Tang, Tang, Yuanbo, Zhiyuan Peng +3 · 2 citations
Engineering · Computer Science · #Traffic Prediction and Management Techniques #Automated Road and Building Extraction #Time Series Analysis and Forecasting
- Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models
2024/05/31 by Xuyang Wu, Zhiyuan Peng, Wu, Xuyang +6 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems
- Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models
2024/04/06 by Peng, Zhiyuan, Wu, Xuyang, Wang, Qifan +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering
2024/08/15 by Jinming Nian, Nian, Jinming, Zhiyuan Peng +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Language-Queried Target Sound Extraction Without Parallel Training Data
2024/09/14 by Ma, Hao, Peng, Zhiyuan, Li, Xu +4 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering