Papers with Abstraction
Draw Me a Flower: Processing and Grounding Abstraction in Natural Language (2022.tacl-1)
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| Challenge: | Abstraction is a core tenet of human cognition and communication. yet, interpreting and grounding abstraction expressed in natural language (NL) has not been systematically studied in NLP. |
| Approach: | They propose a 2D instruction-following game that elicits abstract instructions from 4k natural language instructions. |
| Outcome: | The proposed method elicits 4k natural language instructions rich with diverse types of abstractions and assesses neural models. |