Ziyu Yao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 57

Top Topics

Reinforcement Learning

Semantic Parsing

Top Venues

Publications

Daking Rai, Ziyu Yao
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs. ACL (1) (2024)
Murong Yue, Jie Zhao, Min Zhang, Liang Du, Ziyu Yao
Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning. ICLR (2024)
Mohamed Aghzal, Erion Plaku, Ziyu Yao
Look Further Ahead: Testing the Limits of GPT-4 in Path Planning. CoRR (2024)
Daking Rai, Yilun Zhou, Shi Feng, Abulhair Saparov, Ziyu Yao
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models. CoRR (2024)
Daking Rai, Ziyu Yao
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs. CoRR (2024)
Ziyu Yao
Welcome to AI Matters 10(1). AI Matters 10 (1) (2024)
Hao Yan, Thomas D. LaToza, Ziyu Yao
IntelliExplain: Enhancing Interactive Code Generation through Natural Language Explanations for Non-Professional Programmers. CoRR (2024)
Murong Yue, Wijdane Mifdal, Yixuan Zhang, Jennifer Suh, Ziyu Yao
MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Education. CoRR (2024)
Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance. ACL (Findings) (2024)
Qineng Wang, Chen Qian, Xiaochang Li, Ziyu Yao, Huajie Shao
Lens: A Foundation Model for Network Traffic. CoRR (2024)
Daking Rai, Bailin Wang, Yilun Zhou, Ziyu Yao
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques. ACL (2) (2023)
Binfeng Xu, Xukun Liu, Hua Shen, Zeyu Han, Yuhan Li, Murong Yue, Zhiyuan Peng, Yuchen Liu, Ziyu Yao, Dongkuan Xu
Gentopia: A Collaborative Platform for Tool-Augmented LLMs. CoRR (2023)
Hao Yan, Saurabh Srivastava, Yintao Tai, Sida I. Wang, Wen-tau Yih, Ziyu Yao
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing. CoRR (2023)
Mohamed Aghzal, Erion Plaku, Ziyu Yao
Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning. CoRR (2023)
Murong Yue, Jie Zhao, Min Zhang, Liang Du, Ziyu Yao
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning. CoRR (2023)
Ziyu Yao, Anuj Karpatne
Welcome to AI Matters 9(1). AI Matters 9 (1) (2023)
Ziyu Yao, Anuj Karpatne
Welcome to AI Matters 9(2). AI Matters 9 (2) (2023)
Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao
Instance Needs More Care: Rewriting Prompts for Instances Yields Better Zero-Shot Performance. CoRR (2023)
Binfeng Xu, Xukun Liu, Hua Shen, Zeyu Han, Yuhan Li, Murong Yue, Zhiyuan Peng, Yuchen Liu, Ziyu Yao, Dongkuan Xu
Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs. EMNLP (Demos) (2023)
Daking Rai, Bailin Wang, Yilun Zhou, Ziyu Yao
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques. CoRR (2023)
Ziyu Yao, Xuxin Cheng, Yuexian Zou
PoseRAC: Pose Saliency Transformer for Repetitive Action Counting. CoRR (2023)
Ziyu Yao, Anuj Karpatne
Welcome to AI Matters 9(3). AI Matters 9 (3) (2023)
Saurabh Srivastava, Gaurav Singh, Shou Matsumoto, Ali Raz, Paulo C. G. Costa, Joshua Poore, Ziyu Yao
MailEx: Email Event and Argument Extraction. EMNLP (2023)
Daking Rai, Yilun Zhou, Bailin Wang, Ziyu Yao
Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract). AAAI (2023)
Saurabh Srivastava, Gaurav Singh, Shou Matsumoto, Ali Raz, Paulo C. G. Costa, Joshua Poore, Ziyu Yao
MAILEX: Email Event and Argument Extraction. CoRR (2023)
Hao Yan, Saurabh Srivastava, Yintao Tai, Sida I. Wang, Wen-tau Yih, Ziyu Yao
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing. ACL (1) (2023)
Sanmay Das, Nicholas Mattei, John P. Dickerson, Sven Koenig, Louise A. Dennis, Larry R. Medsker, Ziyu Yao, Anuj Karpatne, Alan Tsang, Matt Luckcuck
SIGAI Annual Report: July 1 2022 - August 30 2023. AI Matters 9 (3) (2023)
Daking Rai, Yilun Zhou, Bailin Wang, Ziyu Yao
Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract). CoRR (2023)
Sanmay Das, Nicholas Mattei, John P. Dickerson, Sven Koenig, Louise A. Dennis, Larry R. Medsker, Ziyu Yao, Anuj Karpatne, Alan Tsang, Matt Luckcuck
SIGAI Annual Report: July 1 2021 - June 30 2022. AI Matters 8 (3) (2022)
Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. EMNLP (2022)
Xiang Yue, Ziyu Yao, Huan Sun
Synthetic Question Value Estimation for Domain Adaptation of Question Answering. ACL (1) (2022)
Xiang Yue, Ziyu Yao, Huan Sun
Synthetic Question Value Estimation for Domain Adaptation of Question Answering. CoRR (2022)
Anuj Karpatne, Ziyu Yao
Welcome to AI matters 8(2). AI Matters 8 (2) (2022)
Anuj Karpatne, Ziyu Yao
Welcome to AI matters 8(3). AI Matters 8 (3) (2022)
Anuj Karpatne, Ziyu Yao
Welcome to AI matters 8(4). AI Matters 8 (4) (2022)
Anuj Karpatne, Ziyu Yao
Welcome to AI matters 8(1). AI Matters 8 (1) (2022)
Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir R. Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. CoRR (2022)
Ziyu Yao, Jiaquan Gao
Adversarial Example Defense Based on the Supervision. IJCNN (2021)
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering. BIBM (2021)
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig
Learning Structural Edits via Incremental Tree Transformations. ICLR (2021)
Junxiao Cao, Ziyu Yao, Jinjin Chen, Yuanyuan Zhang, Xingze Tai, Tian Zhang, Jiaquan Gao
The Offset-Image Recognition Based on Dense Coding. ICAIS (1) (2021)
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig
Learning Structural Edits via Incremental Tree Transformations. CoRR (2021)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
An Imitation Game for Learning Semantic Parsers from User Interaction. CoRR (2020)
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering. CoRR (2020)
Ziyu Yao, Xiaozhou Zhou, Hao Qin, Weiye Xiao
Monitoring Interface Design Based on Real-time Fatigue Detection. BDIOT (2020)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
An Imitation Game for Learning Semantic Parsers from User Interaction. EMNLP (1) (2020)
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. EMNLP/IJCNLP (1) (2019)
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning. WWW (2019)
Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
Reinforced Dynamic Reasoning for Conversational Question Generation. ACL (1) (2019)
Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning. AAAI (2019)
Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
Reinforced Dynamic Reasoning for Conversational Question Generation. CoRR (2019)
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. CoRR (2019)
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning. CoRR (2019)
Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning. CoRR (2018)
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow. CoRR (2018)
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow. WWW (2018)
Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu
Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint. AAAI (2016)