Mikael Kågebäck

Doktorand at Computer Science and Engineering (Chalmers)

Contact Details

Publications (10)
Projects (0)

Showing 10 publications

2020

A reinforcement-learning approach to efficient communication

Mikael Kågebäck, Emil Carlsson, Devdatt Dubhashi et al

PLoS ONE. Vol. 15 (7)

Journal article

2018

Word Representations for Emergent Communication and Natural Language Processing

Mikael Kågebäck

Doctoral thesis

Show project

2018

DeepColor: Reinforcement Learning optimizes information efficiency and well-formedness in color name partitioning

Mikael Kågebäck, Devdatt Dubhashi, Asad Sayeed

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018, p. 1895-1900

Paper in proceeding

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2016

Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence.

Emilio Jorge, Mikael Kågebäck, Emil Gustavsson

Preprint

2016

Word Sense Disambiguation using a Bidirectional LSTM

Mikael Kågebäck, Hans Salomonsson

5th Workshop on Cognitive Aspects of the Lexicon (CogALex-V) at the 26th International Conference on Computational Linguistics (COLING 2016)

Paper in proceeding

2016

Word Sense Embedded in Geometric Spaces - From Induction to Applications using Machine Learning

Mikael Kågebäck

Licentiate thesis

2015

Visions and open challenges for a knowledge-based culturomics

Nina Tahmasebi, Lars Borin, Gabriele Capannini et al

International Journal on Digital Libraries. Vol. 15 (2-4), p. 169-187

Journal article

2015

Extractive summarization by aggregating multiple similarities

Olof Mogren, Mikael Kågebäck, Devdatt Dubhashi

International Conference Recent Advances in Natural Language Processing, RANLP. Vol. 2015-January, p. 451-457

Paper in proceeding

2015

Neural context embeddings for automatic discovery of word senses

Mikael Kågebäck, Fredrik Johansson, Richard Johansson et al

Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing. Denver, United States, p. 25-32

Paper in proceeding

2014

Extractive Summarization using Continuous Vector Space Models

Mikael Kågebäck, Olof Mogren, Nina Tahmasebi et al

Proceedings of the 2nd Workshop on Continuous Vector Space Models and their Compositionality (CVSC) EACL, April 26-30, 2014 Gothenburg, Sweden, p. 31-39

Paper in proceeding

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