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1
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input ...
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2
Grounded Language Learning in a Simulated 3D World ...
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3
Reasoning about Entailment with Neural Attention ...
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4
Learning Bilingual Word Representations by Marginalizing Alignments ...
Abstract: We present a probabilistic model that simultaneously learns alignments and distributed representations for bilingual data. By marginalizing over word alignments the model captures a larger semantic context than prior work relying on hard alignments. The advantage of this approach is demonstrated in a cross-lingual classification task, where we outperform the prior published state of the art. ... : Proceedings of ACL 2014 (Short Papers) ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1405.0947
https://arxiv.org/abs/1405.0947
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5
Multilingual Models for Compositional Distributed Semantics ...
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6
Deep Learning for Answer Sentence Selection ...
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7
Distributed Representations for Compositional Semantics ...
Hermann, Karl Moritz. - : arXiv, 2014
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8
Multilingual Distributed Representations without Word Alignment ...
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9
Parsing graphs with hyperedge replacement grammars
Chiang, David; Hermann, Karl Moritz; Andreas, Jacob. - : Stroudsburg, PA : Association for Computational Linguistics, 2013
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10
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input
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