| 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 | 301* | 2022 |
| CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning Z Yao, JR Peddamail, H Sun The Web Conference 2019, 2019 | 121 | 2019 |
| 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 | 108 | 2018 |
| 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 | 77* | 2019 |
| Reinforced dynamic reasoning for conversational question generation B Pan, H Li, Z Yao, D Cai, H Sun arXiv preprint arXiv:1907.12667, 2019 | 56 | 2019 |
| Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning Z Yao, X Li, J Gao, B Sadler, H Sun arxiv, 2018 | 43 | 2018 |
| 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 Findings of ACL 2024, 2024 | 37* | 2024 |
| 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 | 35 | 2021 |
| 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 | 33 | 2020 |
| 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 | 31 | 2024 |
| Learning structural edits via incremental tree transformations Z Yao, FF Xu, P Yin, H Sun, G Neubig arXiv preprint arXiv:2101.12087, 2021 | 31 | 2021 |
| 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 | 29 | 2016 |
| 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 | 27 | 2023 |
| 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 | 22 | 2024 |
| 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 | 19 | 2023 |
| 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 | 17 | 2023 |
| Synthetic question value estimation for domain adaptation of question answering X Yue, Z Yao, H Sun arXiv preprint arXiv:2203.08926, 2022 | 16 | 2022 |
| 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 | 15 | 2023 |
| MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Education M Yue, W Mifdal, Y Zhang, J Suh, Z Yao arXiv preprint arXiv:2404.06711, 2024 | 11 | 2024 |
| A practical review of mechanistic interpretability for transformer-based language models D Rai, Y Zhou, S Feng, A Saparov, Z Yao arXiv preprint arXiv:2407.02646, 2024 | 9 | 2024 |
Huan SunAssociate Professor & CoE Innovation Scholar, The Ohio State UniversityVerified email at osu.edu