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Jianguo Zhang
Jianguo Zhang
Salesforce AI Research
Подтвержден адрес электронной почты в домене salesforce.com - Главная страница
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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
2852020
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
2532018
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
1912019
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
912020
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
882021
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
772023
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
592023
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
372021
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
342021
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
332018
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
322019
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
302023
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
262021
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
252024
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
252024
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
242024
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
222024
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
222023
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
162023
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
132025
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