Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data
Bender & Koller, 2020, Climbing towards NLU (Proceedings of the 58th Annual Meeting of ACL)
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7 Distributional semantics
- What does “meaning is use” really refer to, according to Bender and Koller?Not distribution in a text corpus, but language used in the real world to convey communicative intents to real people. Grounding distributional models needs more than text: perceptual data or interaction data with success signals.
- Bender & Koller, 2020, Climbing towards NLU (Proceedings of the 58th Annual Meeting of ACL), §7, pp. 5190–5191
Source
- Emily M. Bender and Alexander Koller. 2020. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 5185–5198. License: CC BY 4.0. Flashcards adapted from this work. doi:10.18653/v1/2020.acl-main.463 https://aclanthology.org/2020.acl-main.463/