Yao, Ziyu
- Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
2023/10/04 by Murong Yue, Jie Zhao, Yue, Murong +7 · 30 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models
2024/07/02 by Rai, Daking, Zhou, Yilun, Feng, Shi +2 · 25 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
2022/01/16 by Tianbao Xie, Chen Wu, Xie, Tianbao +43 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning
2023/10/05 by Mohamed Aghzal, Erion Plaku, Aghzal, Mohamed +3 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models
2025/03/07 by Shu, Dong, Wu, Xuansheng, Zhao, Haiyan +4 · 21 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Education
2024/04/10 by Yue, Murong, Lyu, Wenhan, Suh, Jennifer +2 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering
2020/10/30 by Yue, Xiang, Zhang, Xinliang Frederick, Yao, Ziyu +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- CAR: Controllable Autoregressive Modeling for Visual Generation
2024/10/07 by Yao, Ziyu, Li, Jialin, Zhou, Yifeng +6 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques
2023/05/27 by Daking Rai, Rai, Daking, Bailin Wang +5 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs
2024/06/18 by Rai, Daking, Yao, Ziyu · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.7
- Lens: A Knowledge-Guided Foundation Model for Network Traffic
2024/02/06 by Xiaochang Li, Wang, Qineng, Qian Chen +12 · 3 citations
Computer Science · Engineering · #Advanced Optical Network Technologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI)
- A Survey on Large Language Models for Automated Planning
2025/02/18 by Mohamed Aghzal, Aghzal, Mohamed, Erion Plaku +5 · 6 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- PoseRAC: Pose Saliency Transformer for Repetitive Action Counting
2023/03/15 by Ziyu Yao, Yao, Ziyu, Xuxin Cheng +3 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Stroke Rehabilitation and Recovery #Virtual Reality Applications and Impacts
- DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
2024/10/04 by Murong Yue, Wenlin Yao, Yue, Murong +9 · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines
2025/02/22 by Saurabh Srivastava, Srivastava, Saurabh, Ziyu Yao +2 · 5 citations
Computer Science · #Advanced Computational Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing
2023/05/14 by Yan, Hao, Srivastava, Saurabh, Tai, Yintao +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Can LLMs Simulate Personas with Reversed Performance? A Systematic Investigation for Counterfactual Instruction Following in Math Reasoning Context
2025/04/08 by Kumar, Sai Adith Senthil, Hao Yan, Saipavan Perepa +6 · 4 citations
Computer Science · Psychology · #Persona Design and Applications #AI in Service Interactions #Social Robot Interaction and HRI
- Gentopia: A Collaborative Platform for Tool-Augmented LLMs
2023/08/08 by Binfeng Xu, Xin Liu, Xu, Binfeng +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
- Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study
2019/10/11 by Yao, Ziyu, Su, Yu, Sun, Huan +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Learning Structural Edits via Incremental Tree Transformations
2021/01/28 by Yao, Ziyu, Xu, Frank F., Yin, Pengcheng +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- MAILEX: Email Event and Argument Extraction
2023/05/22 by Srivastava, Saurabh, Singh, Gaurav, Matsumoto, Shou +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- What's Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs
2025/02/27 by Pan, Jinhao, Raj, Chahat, Yao, Ziyu +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
2025/05/21 by Zihao Li, Xu Wang, Li, Zihao +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance
2023/10/03 by Srivastava, Saurabh, Huang, Chengyue, Fan, Weiguo +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- IntelliExplain: Enhancing Conversational Code Generation for Non-Professional Programmers
2024/05/16 by Yan, Hao, Latoza, Thomas D., Yao, Ziyu · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- FD2Talk: Towards Generalized Talking Head Generation with Facial Decoupled Diffusion Model
2024/08/18 by Ziyu Yao, Yao, Ziyu, Xuxin Cheng +3 · 1 citation
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Multimedia (cs.MM) #Social Robot Interaction and HRI #Speech and Audio Processing
- CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model
2025/03/22 by Yao, Ziyu, Cheng, Xuxin, Huang, Zhiqi +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Evaluating Vision-Language Models as Evaluators in Path Planning
2024/11/27 by Mohamed Aghzal, Xiang Yue, Aghzal, Mohamed +5 · 1 citation
Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Religion and Sociopolitical Dynamics in Nigeria #Religious Tourism and Spaces
- Revisiting Prompt Optimization with Large Reasoning Models-A Case Study on Event Extraction
2025/04/10 by Srivastava, Saurabh, Yao, Ziyu · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning
2025/03/10 by Kong, Yangzhe, Song, Daeun, Liang, Jing +3 · 1 citation
#FOS: Computer and information sciences #Robotics (cs.RO)