NLPExplorer

Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More

Douwe Kiela | Felix Hill | Anna Korhonen | Stephen Clark |

Month: June
Year: 2014
Location: Baltimore, Maryland
Venue: ACL |

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

Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics
Douwe Kiela | Léon Bottou |

Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can’t See What I Mean
Felix Hill | Anna Korhonen |

Visual Bilingual Lexicon Induction with Transferred ConvNet Features
Douwe Kiela | Ivan Vulić | Stephen Clark |

Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception
Douwe Kiela | Stephen Clark |

Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation
Akira Utsumi |

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić | Douwe Kiela | Anna Korhonen |

Combining Language and Vision with a Multimodal Skip-gram Model
Angeliki Lazaridou | Nghia The Pham | Marco Baroni |

Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets
Jack Hessel | David Mimno | Lillian Lee |

Perceptually Grounded Selectional Preferences
Ekaterina Shutova | Niket Tandon | Gerard de Melo |

Exploiting Image Generality for Lexical Entailment Detection
Douwe Kiela | Laura Rimell | Ivan Vulić | Stephen Clark |

Grounding Semantics in Olfactory Perception
Douwe Kiela | Luana Bulat | Stephen Clark |

Multi-Modal Representations for Improved Bilingual Lexicon Learning
Ivan Vulić | Douwe Kiela | Stephen Clark | Marie-Francine Moens |

MMFeat: A Toolkit for Extracting Multi-Modal Features
Douwe Kiela |

Improving Distributed Representations of Tweets - Present and Future
Ganesh Jawahar |

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 |

Multi-Modal Models for Concrete and Abstract Concept Meaning
Felix Hill | Roi Reichart | Anna Korhonen |

Deriving Boolean structures from distributional vectors
German Kruszewski | Denis Paperno | Marco Baroni |

Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns
Andrew J. Anderson | Douwe Kiela | Stephen Clark | Massimo Poesio |

Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions
Ekaterina Shutova | Andreas Wundsam | Helen Yannakoudakis |

Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis
Angeliki Lazaridou | Dat Tien Nguyen | Marco Baroni |

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

Spectral Graph-Based Method of Multimodal Word Embedding
Kazuki Fukui | Takamasa Oshikiri | Hidetoshi Shimodaira |

Cross-linguistic differences and similarities in image descriptions
Emiel van Miltenburg | Desmond Elliott | Piek Vossen |

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 Psycholinguistics

Tagging Semantic Similarity

Indicative Tweet Generation: An Extractive Summarization Problem?

Priya Sidhaye | Jackie Chi Kit Cheung |

Diana Maynard | Mark Greenwood |

TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text

Argumentation Mining in User-Generated Web Discourse

Ivan Habernal | Iryna Gurevych |