Physical Causality of Action Verbs in Grounded Language Understanding
- Verb Causality Annotation Data
- This dataset contains verb causality information of 4391 sentences. Each sentence was annotated by three different annotators through crowdsourcing.
- In the data file, each line contains the verb-object pair in one of the 4391 sentences and followed by a 18-dimension causality vector. In the vector, an element is 1 if at least two annotators labeled the corresponding causality attribute as true, 0 otherwise. The 18 causality attributes are:
1) AttachmentOfPart
2) Color
3) Containment
4) FlavorSmell
5) Location
6) OcclusionBySecondObject
7) Orientation
8) PresenceOfObject
9) Quantity
10) Shape
11) Size
12) Solidity
13) SurfaceIntegrity
14) Temperature
15) Texture
16) Visibility
17) Weight
18) Wetness
