Jianguo Zhang
Jianguo Zhang
Salesforce AI Research
Verified email at - Homepage
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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
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
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
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
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
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
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
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
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, ...
The Twelfth International Conference on Learning Representations (ICLR 2024), 2023
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
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
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
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
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
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 US11544470B2, 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
Proceedings of the 32nd ACM International Conference on Information and …, 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, ...
arXiv preprint arXiv:2307.10172, 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, ...
Proceedings of the ACM/IEEE 44th International Conference on Software …, 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 Visually Grounded Interaction and Language, NIPS, 2018, 2018
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, 2022
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