TM
Tomas Mikolov
cs.CLcs.LGcs.AIcs.NEnlin.CGstat.MLcs.CVnlin.AOArtificial chemistrycellular automata
On Valency
published · living versionsW_dby3ngaf·v1 · currentpublished
FastText.zip: Compressing text classification models
with Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze +1
1 version
Preprints & journals
42 papers in the corpus · 2012–2024Thinking Tokens for Language Modeling2405.08644v1 · David Herel, Tomas Mikolov2024 · 1 citationarXiv
Collapse of Self-trained Language Models2404.02305v1 · David Herel, Tomas Mikolov2024 · 1 citationarXiv
Classification of Discrete Dynamical Systems Based on Transients.34473825 · Hudcová, Barbora, Mikolov, Tomáš2024 · 1 citationArtificial life. 2021:1-26
Emergence of Self-Reproducing Metabolisms as Recursive Algorithms in an Artificial Chemistry.35286388 · Kruszewski, Germán, Mikolov, Tomáš2024 · 8 citationsArtificial life. 2022:1-23
Advancing State of the Art in Language Modeling2312.03735v1 · David Herel, Tomas Mikolov2023 · 0 citationsarXiv
Benchmarking Learning Efficiency in Deep Reservoir Computing2210.02549v1 · Hugo Cisneros, Josef Sivic, Tomas Mikolov2022 · 1 citationarXiv
Emergence of Novelty in Evolutionary Algorithms2207.04857v3 · David Herel, Dominika Zogatova, Matej Kripner et al.2022 · 1 citationArtificial Life Conference Proceedings 2022. MIT Press
Evolving Structures in Complex Systems1911.01086v2 · Hugo Cisneros, Josef Sivic, Tomas Mikolov2019 · 12 citationsProceedings of the 2019 IEEE Symposium Series on Computational Intelligence
SimpleTRON: Simple Transformer with O(N) Complexity2111.15588v4 · Uladzislau Yorsh, Alexander Kovalenko, Vojtech Vancura et al.2021 · 0 citationsarXiv
Emergence of Self-Reproducing Metabolisms as Recursive Algorithms in an Artificial Chemistry2103.08245v3 · Germ'an Kruszewski, Tomas Mikolov2021 · 8 citationsarXiv
Classification of Discrete Dynamical Systems Based on Transients2108.01573v1 · Barbora Hudcov'a, Tom'as Mikolov2021 · 1 citationarXiv
Computational Hierarchy of Elementary Cellular Automata2108.00415v1 · Barbora Hudcov'a, Tom'as Mikolov2021 · 5 citationsThe 2021 Conference on Artificial Life Proceedings, 2021, 353--360
Visualizing computation in large-scale cellular automata2104.01008v1 · Hugo Cisneros, Josef Sivic, Tomas Mikolov2021 · 3 citationsArtificial Life Conference Proceedings 2020 (pp. 239-247). MIT Press
Evaluating Online Continual Learning with CALM2004.03340v2 · Germ'an Kruszewski, Ionut-Teodor Sorodoc, Tomas Mikolov2020 · 7 citationsarXiv
Combinatory Chemistry: Towards a Simple Model of Emergent Evolution2003.07916v2 · Germ'an Kruszewski, Tomas Mikolov2020 · 2 citationsarXiv
Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment1910.06241v2 · Piotr Bojanowski, Onur Celebi, Tomas Mikolov et al.2019 · 7 citationsarXiv
Place Deduplication with Embeddings1910.04861v1 · Carl Yang, Do Huy Hoang, Tomas Mikolov et al.2019 · 0 citationsarXiv
Learning Simpler Language Models with the Differential State Framework.28957029 · Ororbia Ii, Alexander G, Mikolov, Tomas, Reitter, David2018 · 64 citationsNeural computation. 2017;29(12):3327-3352
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion1804.07745v3 · Armand Joulin, Piotr Bojanowski, Tomas Mikolov et al.2018 · 376 citationsarXiv
Learning Word Vectors for 157 Languages1802.06893v2 · Edouard Grave, Piotr Bojanowski, Prakhar Gupta et al.2018 · 185 citationsarXiv
Efficient Large-Scale Multi-Modal Classification1802.02892v1 · D. Kiela, E. Grave, A. Joulin et al.2018 · 180 citationsarXiv
Advances in Pre-Training Distributed Word Representations1712.09405v1 · Tomas Mikolov, Edouard Grave, Piotr Bojanowski et al.2017 · 363 citationsarXiv
Fast Linear Model for Knowledge Graph Embeddings1710.10881v1 · Armand Joulin, Edouard Grave, Piotr Bojanowski et al.2017 · 32 citationsarXiv
Learning Simpler Language Models with the Differential State Framework1703.08864v4 · Alexander G. Ororbia II, Tomas Mikolov, David Reitter2017 · 64 citationsarXiv
Enriching Word Vectors with Subword Information1607.04606v2 · Piotr Bojanowski, Edouard Grave, Armand Joulin et al.2016 · 10,421 citationsarXiv
CommAI: Evaluating the first steps towards a useful general AI1701.08954v2 · Marco Baroni, Armand Joulin, Allan Jabri et al.2017 · 10 citationsarXiv
Variable Computation in Recurrent Neural Networks1611.06188v2 · Yacine Jernite, Edouard Grave, Armand Joulin et al.2016 · 46 citationsarXiv
Zero-Shot Learning by Convex Combination of Semantic Embeddings1312.5650v3 · Mohammad Norouzi, Tomas Mikolov, Samy Bengio et al.2013 · 776 citationsarXivon Valency
FastText.zip: Compressing text classification models1612.03651v1 · Armand Joulin, Edouard Grave, Piotr Bojanowski et al.2016 · 893 citationsarXivon Valency
Bag of Tricks for Efficient Text Classification1607.01759v3 · Armand Joulin, Edouard Grave, Piotr Bojanowski et al.2016 · 4,460 citationsarXiv
A Roadmap towards Machine Intelligence1511.08130v2 · Tomas Mikolov, Armand Joulin, Marco Baroni2015 · 81 citationsarXiv
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks1502.05698v10 · Jason Weston, Antoine Bordes, Sumit Chopra et al.2015 · 181 citationsarXiv
Alternative structures for character-level RNNs1511.06303v2 · Piotr Bojanowski, Armand Joulin, Tomas Mikolov2015 · 37 citationsarXiv
Learning Simple Algorithms from Examples1511.07275v2 · Wojciech Zaremba, Tomas Mikolov, Armand Joulin et al.2015 · 23 citationsarXiv
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets1503.01007v4 · Armand Joulin, Tomas Mikolov2015 · 173 citationsarXiv
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews1412.5335v7 · Gr'egoire Mesnil, Tomas Mikolov, Marc'Aurelio Ranzato et al.2014 · 102 citationsarXiv
Distributed Representations of Sentences and Documents1405.4053v2 · Quoc V. Le, Tomas Mikolov2014 · 5,088 citationsarXivon Valency
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling1312.3005v3 · Ciprian Chelba, Tomas Mikolov, Mike Schuster et al.2013 · 649 citationsarXiv
Distributed Representations of Words and Phrases and their Compositionality1310.4546v1 · Tomas Mikolov, Ilya Sutskever, Kai Chen et al.2013 · 17,952 citationsarXiv
Exploiting Similarities among Languages for Machine Translation1309.4168v1 · Tomas Mikolov, Quoc V. Le, Ilya Sutskever2013 · 1,424 citationsarXivon Valency
Efficient Estimation of Word Representations in Vector Space1301.3781v3 · Tomas Mikolov, Kai Chen, Greg Corrado et al.2013 · 26,152 citationsarXiv
On the difficulty of training Recurrent Neural Networks1211.5063v2 · Razvan Pascanu, Tomas Mikolov, Yoshua Bengio2012 · 3,931 citationsarXiv
Career total: 80 works. 42 are in this corpus.
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