Tomas Mikolov

According to our database1, Tomas Mikolov authored at least 58 papers between 2008 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2018
Improving Supervised Bilingual Mapping of Word Embeddings.
CoRR, 2018

Learning Word Vectors for 157 Languages.
CoRR, 2018

Efficient Large-Scale Multi-Modal Classification.
CoRR, 2018

Advances in Pre-Training Distributed Word Representations.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Learning Word Vectors for 157 Languages.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Efficient Large-Scale Multi-Modal Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Enriching Word Vectors with Subword Information.
TACL, 2017

Learning Simpler Language Models with the Differential State Framework.
Neural Computation, 2017

Advances in Pre-Training Distributed Word Representations.
CoRR, 2017

Fast Linear Model for Knowledge Graph Embeddings.
CoRR, 2017

Learning Simpler Language Models with the Delta Recurrent Neural Network Framework.
CoRR, 2017

CommAI: Evaluating the first steps towards a useful general AI.
CoRR, 2017

Bag of Tricks for Efficient Text Classification.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016
Bag of Tricks for Efficient Text Classification.
CoRR, 2016

FastText.zip: Compressing text classification models.
CoRR, 2016

Variable Computation in Recurrent Neural Networks.
CoRR, 2016

Enriching Word Vectors with Subword Information.
CoRR, 2016

Learning Simple Algorithms from Examples.
Proceedings of the 33nd International Conference on Machine Learning, 2016

A Roadmap Towards Machine Intelligence.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015
Learning Simple Algorithms from Examples.
CoRR, 2015

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks.
CoRR, 2015

A Roadmap towards Machine Intelligence.
CoRR, 2015

Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets.
CoRR, 2015

Alternative structures for character-level RNNs.
CoRR, 2015

Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014
Learning Longer Memory in Recurrent Neural Networks.
CoRR, 2014

Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews.
CoRR, 2014

Distributed Representations of Sentences and Documents.
CoRR, 2014

One billion word benchmark for measuring progress in statistical language modeling.
Proceedings of the INTERSPEECH 2014, 2014

Distributed Representations of Sentences and Documents.
Proceedings of the 31th International Conference on Machine Learning, 2014

Using Neural Networks for Modeling and Representing Natural Languages.
Proceedings of the COLING 2014, 2014

2013
Approximate inference: A sampling based modeling technique to capture complex dependencies in a language model.
Speech Communication, 2013

Efficient Estimation of Word Representations in Vector Space
CoRR, 2013

Zero-Shot Learning by Convex Combination of Semantic Embeddings.
CoRR, 2013

Distributed Representations of Words and Phrases and their Compositionality.
CoRR, 2013

Exploiting Similarities among Languages for Machine Translation.
CoRR, 2013

One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling.
CoRR, 2013

Distributed Representations of Words and Phrases and their Compositionality.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

DeViSE: A Deep Visual-Semantic Embedding Model.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Combining Heterogeneous Models for Measuring Relational Similarity.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Linguistic Regularities in Continuous Space Word Representations.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

On the difficulty of training recurrent neural networks.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Understanding the exploding gradient problem
CoRR, 2012

Context dependent recurrent neural network language model.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Improving language models for ASR using translated in-domain data.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Empirical Evaluation and Combination of Advanced Language Modeling Techniques.
Proceedings of the INTERSPEECH 2011, 2011

Recurrent Neural Network Based Language Modeling in Meeting Recognition.
Proceedings of the INTERSPEECH 2011, 2011

Extensions of recurrent neural network language model.
Proceedings of the IEEE International Conference on Acoustics, 2011

Variational approximation of long-span language models for lvcsr.
Proceedings of the IEEE International Conference on Acoustics, 2011

A Fast Re-scoring Strategy to Capture Long-Distance Dependencies.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Strategies for training large scale neural network language models.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010
PCA-based Feature Extraction for Phonotactic Language Recognition.
Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010

Data selection and calibration issues in automatic language recognition - investigation with BUT-AGNITIO NIST LRE 2009 system.
Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010

Recurrent neural network based language model.
Proceedings of the INTERSPEECH 2010, 2010

2009
Neural network based language models for highly inflective languages.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
BUT language recognition system for NIST 2007 evaluations.
Proceedings of the INTERSPEECH 2008, 2008

Advances in phonotactic language recognition.
Proceedings of the INTERSPEECH 2008, 2008


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