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Li Deng

26 papers · 2012–2019 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (49) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (7) 🌟 Keyword Trendsetter Combo (4) πŸ† Grand Slam πŸ‘₯ Mega-Team (20) πŸ† Keyword Champion 🀝 Dynamic Duo (17) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter ⚑ Prolific Year (7) πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (92) πŸ’Ž Century Club (26)

Conferences

ACL (5) CVPR (4) EMNLP (4) NIPS (4) INTERSPEECH (3) NAACL (2) AAAI (1) ICLR (1) ICML (1) IJCNLP (1)

Top co-authors

Xiaodong He (17) Jianfeng Gao (14) Jianshu Chen (6) Ji He (4) Lihong Li (4) Hao Fang (4) Margaret Mitchell (3) Po-Sen Huang (3) Yun-Nung Chen (3) Saurabh Gupta (3)

Keywords

image captioning (5) attention mechanism (2) reinforcement learning (2) recurrent neural network (2) neural network (2) multimodal learning (2) long short-term memory (2) probabilistic model (2) topic model (2) latent dirichlet allocation (2) feature learning (2) tensor product representation (2) unsupervised learning (2) language model (2) video captioning (2) sequential decision making (1) visual question answering (1) transfer learning (1) style transfer (1) object recognition (1)

Papers

Attentive Tensor Product Learning AAAI 2019
Tensor Product Generation Networks for Deep NLP Modeling NAACL 2018
Towards Neural Phrase-based Machine Translation ICLR 2018
Semantic Compositional Networks for Visual Captioning CVPR 2017
Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NIPS 2017
Unsupervised Sequence Classification using Sequential Output Statistics NIPS 2017
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access ACL 2017
StyleNet: Generating Attractive Visual Captions With Styles CVPR 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension EMNLP 2017
Sequence Modeling via Segmentations ICML 2017
Stacked Attention Networks for Image Question Answering CVPR 2016
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM INTERSPEECH 2016
End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding INTERSPEECH 2016
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS INTERSPEECH 2016
Deep Reinforcement Learning with a Natural Language Action Space ACL 2016
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads EMNLP 2016
Bi-directional Attention with Agreement for Dependency Parsing EMNLP 2016
From Captions to Visual Concepts and Back CVPR 2015
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval NAACL 2015
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NIPS 2015
Language Models for Image Captioning: The Quirks and What Works IJCNLP 2015
Language Models for Image Captioning: The Quirks and What Works ACL 2015
Learning Continuous Phrase Representations for Translation Modeling ACL 2014
Modeling Interestingness with Deep Neural Networks EMNLP 2014
Learning with Recursive Perceptual Representations NIPS 2012
Maximum Expected BLEU Training of Phrase and Lexicon Translation Models ACL 2012