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Advancing how machines understand and generate human language across speech, text, and translation.

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Date de publication

Publication

M-Walk: Learning to Walk in Graph with Monte Carlo Tree Search

Yelong Shen, Jianshu Chen, Po-Sen Huang, Yuqing Guo, Jianfeng Gao

NIPS 2018 | December 2018

Publication

Adversarial Text Generation via Feature-Mover’s Distance

Liqun Chen, Shuyang Dai, Chenyang Tao, Dinghan Shen, Zhe Gan, Haichao Zhang, Yizhe Zhang, Lawrence Carin

NIPS 2018 | December 2018

Publication

Deep dyna-q: Integrating planning for task-completion dialogue policy learning

Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Kam-Fai Wong, Shang-Yu Su

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) | December 2018

Publication

MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK

Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong

Spoken Language Technology | December 2018

Publication

Speaker Adaptation for End-to-End CTC Models

Ke Li, Jinyu Li, yong zhao, Yifan Gong (ygong), Kshitiz Kumar

Spoken Language Technology | December 2018

Publication

Designing Emotionally Sentient Agents

Daniel McDuff, Mary Czerwinski

Communications of the ACM | December 2018, Vol 61(12): pp. 74-83

Publication

Exploring layer trajectory LSTM with depth processing units and attention

Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong

Spoken Language Technology | December 2018

Publication

Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning

Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | December 2018

Publication

Keep Drawing It: Iterative language-based image generation and editing

Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor

Neural Information Processing Systems (NeurIPS) Visually-Grounded Interaction and Language (ViGIL) Workshop | November 2018

Github Projet

Publication

Nudging Neural Conversational Model with Domain Knowledge

Sungjin Lee

November 2018

Patent | November 2018