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Ziyu Yao
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Unifiedskg: Unifying and multi-tasking structured knowledge grounding with text-to-text language models
T Xie, CH Wu, P Shi, R Zhong, T Scholak, M Yasunaga, CS Wu, M Zhong, ...
arXiv preprint arXiv:2201.05966, 2022
248*2022
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning
Z Yao, JR Peddamail, H Sun
The Web Conference 2019, 2019
1132019
Staqc: A systematically mined question-code dataset from stack overflow
Z Yao, DS Weld, WP Chen, H Sun
Proceedings of the 2018 World Wide Web Conference, 1693-1703, 2018
952018
Model-based interactive semantic parsing: A unified formulation and a text-to-SQL case study
Z Yao, Y Su, H Sun, W Yih
2019 Conference on Empirical Methods in Natural Language Processing (EMNLP'19), 2019
72*2019
Reinforced dynamic reasoning for conversational question generation
B Pan, H Li, Z Yao, D Cai, H Sun
arXiv preprint arXiv:1907.12667, 2019
532019
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning
Z Yao, X Li, J Gao, B Sadler, H Sun
arxiv, 2018
402018
An imitation game for learning semantic parsers from user interaction
Z Yao, Y Tang, W Yih, H Sun, Y Su
arXiv preprint arXiv:2005.00689, 2020
322020
Cliniqg4qa: Generating diverse questions for domain adaptation of clinical question answering
X Yue, XF Zhang, Z Yao, S Lin, H Sun
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
312021
Semi-supervised multinomial naive bayes for text classification by leveraging word-level statistical constraint
L Zhao, M Huang, Z Yao, R Su, Y Jiang, X Zhu
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
272016
Learning structural edits via incremental tree transformations
Z Yao, FF Xu, P Yin, H Sun, G Neubig
arXiv preprint arXiv:2101.12087, 2021
262021
Gentopia: A collaborative platform for tool-augmented llms
B Xu, X Liu, H Shen, Z Han, Y Li, M Yue, Z Peng, Y Liu, Z Yao, D Xu
arXiv preprint arXiv:2308.04030, 2023
172023
A paradigm shift from “human writing” to “machine generation” in personality test development: An application of state-of-the-art natural language processing
P Lee, S Fyffe, M Son, Z Jia, Z Yao
Journal of Business and Psychology 38 (1), 163-190, 2023
172023
Synthetic question value estimation for domain adaptation of question answering
X Yue, Z Yao, H Sun
arXiv preprint arXiv:2203.08926, 2022
132022
Large language model cascades with mixture of thoughts representations for cost-efficient reasoning
M Yue, J Zhao, M Zhang, L Du, Z Yao
ICLR 2024, 2024
112024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance
S Srivastava, C Huang, W Fan, Z Yao
arXiv preprint arXiv:2310.02107, 2024
102024
Can large language models be good path planners? a benchmark and investigation on spatial-temporal reasoning
M Aghzal, E Plaku, Z Yao
ICLR Workshop on LLM Agents, 2024
72024
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing
H Yan, S Srivastava, Y Tai, SI Wang, W Yih, Z Yao
ACL 2023, 2023
72023
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques
D Rai, B Wang, Y Zhou, Z Yao
ACL 2023, 2023
62023
A comprehensive study of staqc for deep code summarization
JR Peddamail, Z Yao, Z Wang, H Sun
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
42018
Explaining large language model-based neural semantic parsers (student abstract)
D Rai, Y Zhou, B Wang, Z Yao
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16308 …, 2023
32023
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