| 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 Natural Language Processing for …, 2020 | 285 | 2020 |
| 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 | 253 | 2018 |
| 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 Proceedings of the Ninth Joint Conference on Lexical and Computational …, 2019 | 191 | 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 | 91 | 2020 |
| Few-shot intent detection via contrastive pre-training and fine-tuning J Zhang, T Bui, S Yoon, X Chen, Z Liu, C Xia, QH Tran, W Chang, P Yu Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 88 | 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, ... 🏆 Hugging Face Daily Papers, 2023 | 77 | 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, ... 🏆 ICLR 2024 - Spotlight + Hugging Face #1 Paper of the Day, 2023 | 59 | 2023 |
| Are pretrained transformers robust in intent classification? a missing ingredient in evaluation of out-of-scope intent detection J Zhang, K Hashimoto, Y Wan, Z Liu, Y Liu, C Xiong, PS Yu Proceedings of the 4th Workshop on NLP for Conversational AI (ACL NLP4ConvAI …, 2021 | 37 | 2021 |
| HETFORMER: heterogeneous transformer with sparse attention for long-text extractive summarization Y Liu, JG Zhang, Y Wan, C Xia, L He, PS Yu Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 34 | 2021 |
| Layerwise perturbation-based adversarial training for hard drive health degree prediction J Zhang*, J Wang*, L He, Z Li, SY Philip 2018 IEEE international conference on data mining (ICDM 2018), 1428-1433, 2018 | 33 | 2018 |
| 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 | 32 | 2019 |
| Drdt: Dynamic reflection with divergent thinking for llm-based sequential recommendation Y Wang, Z Liu, J Zhang, W Yao, S Heinecke, PS Yu arXiv preprint arXiv:2312.11336, 2023 | 30 | 2023 |
| Enriching non-autoregressive transformer with syntactic and semanticstructures 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 | 26 | 2021 |
| Consent in Crisis: The Rapid Decline of the AI Data Commons S Longpre, R Mahari, A Lee, C Lund, H Oderinwale, W Brannon, ... NeurIPS 2024, 2024 | 25 | 2024 |
| Apigen: Automated pipeline for generating verifiable and diverse function-calling datasets Z Liu, T Hoang, J Zhang, M Zhu, T Lan, S Kokane, J Tan, W Yao, Z Liu, ... 🏆 Featured by Top Media & NeurIPS 2024, 2024 | 25 | 2024 |
| AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System Z Liu, W Yao, J Zhang, L Yang, Z Liu, J Tan, PK Choubey, T Lan, J Wu, ... 🏆 Databricks Data + AI Summit, 2024 | 24 | 2024 |
| AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning J Zhang, T Lan, R Murthy, Z Liu, W Yao, J Tan, T Hoang, L Yang, Y Feng, ... 🏆 Hugging Face Daily Papers, 2024 | 22 | 2024 |
| 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 The Eleventh International Conference on Learning Representations (ICLR 2023), 2023 | 22 | 2023 |
| 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, ... 🏆 Top 10 Trending Hugging Face Datasets in Sep. 2023 & Findings of EACL 2024, 2023 | 16 | 2023 |
| xLAM: A Family of Large Action Models to Empower AI Agent Systems J Zhang, T Lan, M Zhu, Z Liu, T Hoang, S Kokane, W Yao, J Tan, ... 🏆 Featured by Salesforce CEO & Top Media & NAACL 2025, 2025 | 13 | 2025 |
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