Bowen Tan
Bowen Tan
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Schema-guided multi-domain dialogue state tracking with graph attention neural networks
L Chen, B Lv, C Wang, S Zhu, B Tan, K Yu
AAAI 2020 34 (05), 7521-7528, 2020
Learning data manipulation for augmentation and weighting
Z Hu*, B Tan*, RR Salakhutdinov, TM Mitchell, EP Xing
NeurIPS 2019, 2019
Progressive generation of long text with pretrained language models
B Tan, Z Yang, M AI-Shedivat, EP Xing, Z Hu
NAACL 2021, 2020
Texar: A modularized, versatile, and extensible toolkit for text generation
Z Hu, H Shi, B Tan, W Wang, Z Yang, T Zhao, J He, L Qin, D Wang, X Ma, ...
ACL 2019, Demo, 2018
Compression, transduction, and creation: A unified framework for evaluating natural language generation
M Deng*, B Tan*, Z Liu, EP Xing, Z Hu
EMNLP 2021, 2021
BertNet: Harvesting Knowledge Graphs from Pretrained Language Models
S Hao*, B Tan*, K Tang*, H Zhang, EP Xing, Z Hu
ACL 2023, Findings, 2022
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
H Guo, B Tan, Z Liu, E Xing, Z Hu
EMNLP 2022, Findings, 6969-6991, 2022
On the generation of medical dialogs for COVID-19
M Zhou, Z Li, B Tan, G Zeng, W Yang, X He, Z Ju, S Chakravorty, S Chen, ...
ACL 2021, 886-896, 2021
AgentGraph: Toward universal dialogue management with structured deep reinforcement learning
L Chen, Z Chen, B Tan, S Long, M Gašić, K Yu
IEEE/ACM TASLP 2019 27 (9), 1378-1391, 2019
Summarizing text on any aspects: A knowledge-informed weakly-supervised approach
B Tan, L Qin, EP Xing, Z Hu
EMNLP 2020, 2020
Structured Dialogue Policy with Graph Neural Networks
L Chen*, B Tan*, S Long, K Yu
COLING 2018, 0
Policy adaptation for deep reinforcement learning-based dialogue management
L Chen, C Chang, Z Chen, B Tan, M Gašić, K Yu
ICASSP 2018, 6074-6078, 2018
Connecting the dots between MLE and RL for sequence generation
B Tan*, Z Hu*, Z Yang, R Salakhutdinov, EP Xing
"Deep Reinforcement Learning Meets Structured Prediction" Workshop @ ICLR 2019, 2018
LLM360: Towards Fully Transparent Open-Source LLMs
Z Liu, A Qiao, W Neiswanger, H Wang, B Tan, T Tao, J Li, Y Wang, S Sun, ...
arXiv preprint arXiv:2312.06550, 2023
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer
B Tan, Y Zhu, L Liu, E Xing, Z Hu, J Chen
NeurIPS 2023, 2023
RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs
B Tan, Y Zhu, L Liu, H Wang, Y Zhuang, J Chen, E Xing, Z Hu
NAACL 2024, Demo, 2023
Neural-Symbolic Interaction and Co-Evolving
B Tan, S Hao, E Xing, Z Hu
Compendium of Neurosymbolic Artificial Intelligence 369, 125, 2023
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