NLPExplorer

Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics

Douwe Kiela | Anita Lilla Verő | Stephen Clark |

Month: November
Year: 2016
Location: Austin, Texas
Venue: EMNLP |
SIG: SIGDAT

Multimodal Grounding for Language Processing
Lisa Beinborn | Teresa Botschen | Iryna Gurevych |

Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain
Luana Bulat | Stephen Clark | Ekaterina Shutova |

Imagination Improves Multimodal Translation
Desmond Elliott | Ákos Kádár |

Bridging Languages through Images with Deep Partial Canonical Correlation Analysis
Guy Rotman | Ivan Vulić | Roi Reichart |

Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros | William Chan | Geoffrey Hinton |

Complex Verbs are Different: Exploring the Visual Modality in Multi-Modal Models to Predict Compositionality
Maximilian Köper | Sabine Schulte im Walde |

If Sentences Could See: Investigating Visual Information for Semantic Textual Similarity
Goran Glavaš | Ivan Vulić | Simone Paolo Ponzetto |

Incorporating visual features into word embeddings: A bimodal autoencoder-based approach
Mika Hasegawa | Tetsunori Kobayashi | Yoshihiko Hayashi |

Limitations of Cross-Lingual Learning from Image Search
Mareike Hartmann | Anders Søgaard |

Distributional Semantics Embeddings

Semantic Similarity Information Retrieval

Representation Learning

Multilingual English

Sentiment after Translation: A Case-Study on Arabic Social Media Posts

Mohammad Salameh | Saif Mohammad | Svetlana Kiritchenko |

Natural Language Processing for Dialectical Arabic: A Survey

Abdulhadi Shoufan | Sumaya Alameri |

Semi-supervised Structured Prediction with Neural CRF Autoencoder

A Survey of Arabic Named Entity Recognition and Classification

Khaled Shaalan |