Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks.
Parisa KordjamshidiJames PustejovskyMarie-Francine MoensPublished in: EMNLP (Tutorial Abstracts) (2020)
Keyphrases
- multiple tasks
- learning algorithm
- learning process
- spatial reasoning
- learning systems
- natural language
- reinforcement learning
- multi task
- natural language processing
- knowledge acquisition
- representation language
- learning mechanisms
- multiple representations
- image representation
- programming language
- information extraction
- active learning
- knowledge base
- inductive bias
- structured representations
- information retrieval
- formal representation
- linguistic knowledge
- past experience
- qualitative models
- language processing
- language learning
- learning tasks
- spatial information
- supervised learning