Tomas Mikolov
13 papers · 2011–2021 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Keyword Trendsetter Combo
(6)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(56)
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Learning Types Β· Deep Learning
(5)
Core AI
(4)
Core Methods
(4)
Generation
(3)
Applications
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Keywords
word embedding
(4)
distributed representation
(2)
recurrent neural network
(2)
reinforcement learning
(1)
compositionality
(1)
sentiment analysis
(1)
efficient training
(1)
text classification
(1)
object recognition
(1)
cross-lingual transfer
(1)
text representation
(1)
document vectors
(1)
natural language understanding
(1)
deep learning
(1)
semantic knowledge
(1)
efficient computing
(1)
cross-lingual alignment
(1)
model complexity
(1)
gradient descent
(1)
natural language processing
(1)
Papers
Language Modeling and Artificial Intelligence
Interspeech 2021
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
EMNLP 2018
Bag of Tricks for Efficient Text Classification
EACL 2017
Learning Simple Algorithms from Examples
ICML 2016
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets
NeurIPS 2015
Distributed Representations of Sentences and Documents
ICML 2014
Using Neural Networks for Modeling and Representing Natural Languages
COLING 2014
Combining Heterogeneous Models for Measuring Relational Similarity
NAACL 2013
DeViSE: A Deep Visual-Semantic Embedding Model
NeurIPS 2013
Distributed Representations of Words and Phrases and their Compositionality
NeurIPS 2013
Linguistic Regularities in Continuous Space Word Representations
NAACL 2013
On the difficulty of training recurrent neural networks
ICML 2013
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies
EMNLP 2011