| Not just privacy: Improving performance of private deep learning in mobile cloud J Wang*, J Zhang*, W Bao, X Zhu, B Cao, PS Yu Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 219 | 2018 |
| MultiWOZ 2.2: A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines X Zang, A Rastogi, S Sunkara, R Gupta, J Zhang, J Chen Proceedings of the 2nd Workshop on NLP for Conversational AI, ACL 2020, 2020 | 200 | 2020 |
| Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking JG Zhang, K Hashimoto, CS Wu, Y Wan, PS Yu, R Socher, C Xiong The 9th Joint Conference on Lexical and Computational Semantics (*SEM 2020), 2019 | 162 | 2019 |
| Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference JG Zhang, K Hashimoto, W Liu, CS Wu, Y Wan, PS Yu, R Socher, C Xiong The 2020 Conference on Empirical Methods in Natural Language Processing …, 2020 | 72 | 2020 |
| Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning JG Zhang, T Bui, S Yoon, X Chen, Z Liu, C Xia, QH Tran, W Chang, P Yu The 2021 Conference on Empirical Methods in Natural Language Processing …, 2021 | 59 | 2021 |
| Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce JG Zhang, P Zou, Z Li, Y Wan, X Pan, Y Gong, PS Yu 2019 Annual Conference of the North American Chapter of the Association for …, 2019 | 29 | 2019 |
| Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction J Zhang*, J Wang*, L He, Z Li, PS Yu Proceedings of the 2018 IEEE International Conference on Data Mining (ICDM 2018), 2018 | 25 | 2018 |
| Are pretrained transformers robust in intent classification? a missing ingredient in evaluation of out-of-scope intent detection JG Zhang, K Hashimoto, Y Wan, Y Liu, C Xiong, PS Yu Proceedings of the 4th Workshop on NLP for Conversational AI, ACL 2022, 2022 | 23 | 2022 |
| Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation Y Liu, Y Wan, JG Zhang, W Zhao, PS Yu The 16th Conference of the European Chapter of the Association for …, 2021 | 21 | 2021 |
| HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Y Liu, JG Zhang, Y Wan, C Xia, L He, PS Yu The 2021 Conference on Empirical Methods in Natural Language Processing …, 2021 | 19 | 2021 |
| Bolaa: Benchmarking and orchestrating llm-augmented autonomous agents Z Liu, W Yao, J Zhang, L Xue, S Heinecke, R Murthy, Y Feng, Z Chen, ... arXiv preprint arXiv:2308.05960, 2023 | 12 | 2023 |
| Retroformer: Retrospective large language agents with policy gradient optimization W Yao, S Heinecke, JC Niebles, Z Liu, Y Feng, L Xue, R Murthy, Z Chen, ... arXiv preprint arXiv:2308.02151, 2023 | 10 | 2023 |
| Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-Oriented Dialogue Systems Y Feng, S Yang, S Zhang, J Zhang, C Xiong, M Zhou, H Wang 2023 International Conference on Learning Representations (ICLR 2023), 2023 | 7 | 2023 |
| Efficient determination of user intent for natural language expressions based on machine learning J Zhang, K Hashimoto, CS Wu, W Liu, R Socher, C Xiong US Patent 11,544,470, 2023 | 4 | 2023 |
| Zhangqian Bi, Jianguo Zhang, Yulei Sui, Hongyu Zhang, Kazuma Hashimoto, Hai Jin, Guandong Xu, Caiming Xiong, and Philip S. Yu. 2022. NaturalCC: An Open-Source Toolkit for Code … Y Wan, Y He Proceedings of 44th International Conference on Software Engineering …, 2022 | 3 | 2022 |
| Product Title Refinement via Multi-Modal Generative Adversarial Learning J Zhang, P Zou, Z Li, Y Wan, Y Liu, X Pan, Y Gong, PS Yu Workshop on Visual Grounded Interaction and Language, NeurIPS 2018 (A short …, 2018 | 3 | 2018 |
| DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI J Zhang, K Qian, Z Liu, S Heinecke, R Meng, Y Liu, Z Yu, S Savarese, ... arXiv preprint arXiv:2307.10172, 2023 | 2 | 2023 |
| Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training Z Fan, Z Liu, S Heinecke, J Zhang, H Wang, C Xiong, PS Yu The Conference on Information and Knowledge Management (CIKM 2023), 2023 | 2 | 2023 |
| Unsupervised Dense Retrieval Deserves Better Positive Pairs: Scalable Augmentation with Query Extraction and Generation R Meng, Y Liu, S Yavuz, D Agarwal, L Tu, N Yu, J Zhang, M Bhat, Y Zhou arXiv preprint arXiv:2212.08841, 2023 | 2 | 2023 |
| NaturalCC: An Open-Source Toolkit for Code Intelligence Y Wan, Y He, Z Bi, J Zhang, Y Sui, H Zhang, K Hashimoto, H Jin, G Xu, ... 2022 IEEE/ACM 44th International Conference on Software Engineering …, 2022 | 2 | 2022 |
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
