bib (full) Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2)

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Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2)
Dagmar Gromann | Thierry Declerck | Georg Heigl

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The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document Embeddings
Marzieh Saeidi | Ritwik Kulkarni | Theodosia Togia | Michele Sama

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Building Graph Representations of Deep Vector Embeddings
Dario Garcia-Gasulla | Armand Vilalta | Ferran Parés | Jonathan Moreno | Eduard Ayguadé | Jesús Labarta | Ulises Cortés | Toyotaro Suzumura

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Class Disjointness Constraints as Specific Objective Functions in Neural Network Classifiers
François Scharffe

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Full-Network Embedding in a Multimodal Embedding Pipeline
Armand Vilalta | Dario Garcia-Gasulla | Ferran Parés | Jonathan Moreno | Eduard Ayguadé | Jesus Labarta | Ulises Cortés | Toyotaro Suzumura

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Extracting Tags from Large Raw Texts Using End-to-End Memory Networks
Feras Al Kassar | Frédéric Armetta

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Dealing with Co-reference in Neural Semantic Parsing
Rik van Noord | Johan Bos