ISI Language Grounding and Generation Data
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ActionUnderstanding
Data
JSONReader
MTurkDataCreation
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SpatialReasoning
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README.md
__init__.py

README.md

GroundedLanguage

ISI Language Grounding and Generation Data

Image data can be downloaded from https://groundedlanguage.github.io/ but is not required for the experiments/models presented here.

Code is for the following papers:

Interpretable Spatial Models + Data V2

Yonatan Bisk, Kevin Shih, Yejin Choi, and Daniel Marcu "Learning Interpretable 
Spatial Operations in a Rich 3D Blocks World," Proceedings of the Thirty-Second 
Conference on Artificial Intelligence (AAAI-18).

Model code: SpatialReasoning

Original Models and corpus statistics

Yonatan Bisk, Deniz Yuret, and Daniel Marcu, “Natural Language Communication with Robots,”
Proceedings of the 15th Annual Conference of the North American Chapter of the 
Association for Computational Linguistics 2016.

Model code: ActionUnderstanding

Original Data collection

Yonatan Bisk, Daniel Marcu, and William Wong, 
“Towards a Dataset for Human Computer Communication via Grounded Language Acquisition,”
In the Proceedings of the AAAI 2016 Workshop on Symbiotic Cognitive Systems

Model code: MTurkDataCollection