Here we publish the datasets and resources collected during the development of ALOOF.

Object and relations

• house_objects
  Objects extracted from category ‘indoor:home or hotel’ of  SUN database (1408 objects in JSON format).
• relations_attributes
  House objects relations about how often (usually, sometimes, rarely) an attribute (color, shape, size, material, position, origin, age) describe objects (6276 triples).
• relations_frames
  House objects relations extracted using Frame Semantics (586 triples).
• relations_conceptnet
  House objects relations (AtLocation, UsedFor, CapableOf, IsA, HasA, PartOf, HasProperty)  extracted from ConceptNet 5 (4539 triples).
• locations_usual_goldstandard
  Gold standard knowledge base of obejcts’ usual locations (118 triples).
• locations_usual+plausible_goldstandard
  Gold standard knowledge base of obejcts’ usual and plausible locations (496 triples).
• locations_distributional_methods
  Collection of object location relations extracted with distributional methods (931 triples).
• locations_crowdflower
  Judgments of object locations from Crowdflower.
• locations_crowdflower(aggregated)
  Judgments of object locations from Crowdflower (aggregated).
• locations_sun
  Object-location pairs extracted from the SUN database (2935 pairs).
• locations_nasari
  Similarity scores for all pairs obtained with the NASARI method (66864 pairs).
• locations_amazon
  Similarity scores for all pairs obtained with the Amazon method (66864 pairs).
• locations_nasari+amazon
  Similarity scores for all pairs obtained with the fallback (NASARI+Amazon, alpha=0.4) method (66864 pairs).
• locations_actions_models
  Trained models for supervised relation extraction presented in S. Jebbara et al. (2016).
• actions_conceptnet
  Object-action pairs extracted from ConceptNet 5 (1674 pairs).

 Keyword Linking

• keyword_linking_crowdflower
  Gold standard set for Keyword Linking created with Crowdflower, 18110 single judgments including test questions.
• keyword_linking_crowdflower(aggregated)
  Gold standard set for Keyword Linking created with Crowdflower, aggregated answers on 4744 keywords.
• object_keywords_sun
  Clean Keyword Linking gold standard set of 3399 object keywords from the SUN database.
• scene_keywords_sun
  Clean Keyword Linking gold standard set of 840 scene keywords from the SUN database.
• object_keywords_manually_sun
  Manually created gold standard set for Keyword Linking (100 object keywords from SUN database).
• scene_keywords_manually_sun
  Manually created gold standard set for Keyword Linking (100 scene keywords from SUN database).

Default Knowledge

• frame_instances_frame_type
  Prototypical frame instances extracted with clustering based on frame type similarity (303 triples).
• frame_instances_frame_element
  Prototypical frame instances extracted with clustering based on frame element similarity (382 triples).
• frame_instances_clusters_frame_type
  Frame instance clusters based on frame type similarity.
• frame_instances_clusters_frame_element
  Frame instance clusters based on frame element similarity.