Li Deng
25 papers · 2012–2019 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (51) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(4)
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Grand Slam
π₯
Mega-Team Β· Squad
π€
Dynamic Duo
(16)
π§¬
Topic Evolution
π
Keyword Champion
π§
Keyword Pioneer
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(98)
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Century Club Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(11)
Artificial Intelligence
(8)
Core Methods
(8)
Architectures
(7)
Learning Types Β· Machine Learning
(7)
Computer Vision
(6)
Natural Language Processing
(6)
Learning Types Β· Deep Learning
(6)
Core AI
(5)
Applications
(4)
Generation Β· Computer Vision
(4)
Generation Β· Natural Language Processing
(3)
Bayesian & Probabilistic
(2)
Learning Paradigms
(2)
Keywords
image captioning
(5)
multimodal learning
(2)
reinforcement learning
(2)
recurrent neural network
(2)
neural network
(2)
sequence modeling
(2)
long short-term memory
(2)
probabilistic model
(2)
topic model
(2)
latent dirichlet allocation
(2)
feature learning
(2)
tensor product representation
(2)
language model
(2)
unsupervised learning
(2)
video captioning
(2)
attention mechanism
(2)
sequential decision making
(1)
visual question answering
(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
Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes
NeurIPS 2017
Semantic Compositional Networks for Visual Captioning
CVPR 2017
Sequence Modeling via Segmentations
ICML 2017
StyleNet: Generating Attractive Visual Captions With Styles
CVPR 2017
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
ACL 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
EMNLP 2017
Unsupervised Sequence Classification using Sequential Output Statistics
NeurIPS 2017
Bi-directional Attention with Agreement for Dependency Parsing
EMNLP 2016
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
EMNLP 2016
Deep Reinforcement Learning with a Natural Language Action Space
ACL 2016
End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding
Interspeech 2016
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM
Interspeech 2016
Stacked Attention Networks for Image Question Answering
CVPR 2016
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS
Interspeech 2016
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture
NeurIPS 2015
From Captions to Visual Concepts and Back
CVPR 2015
Language Models for Image Captioning: The Quirks and What Works
ACL 2015
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval
NAACL 2015
Learning Continuous Phrase Representations for Translation Modeling
ACL 2014
Modeling Interestingness with Deep Neural Networks
EMNLP 2014
Learning with Recursive Perceptual Representations
NeurIPS 2012
Maximum Expected BLEU Training of Phrase and Lexicon Translation Models
ACL 2012