Learning meaning requires more than form
Bender et al., July 2020 (Proceedings of ACL 2020, Association for Computational Linguistics). Emily M. Bender and Alexander Koller, replying to the objection that enough text alone should be enough, in their ACL position paper of July 2020, "Climbing towards NLU: On Meaning, Form, and Understanding
Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data
More from Bender et al. · AI and science · AI and philosophy · Before ChatGPT
Who else?
What it refers to: Meaning as the paper defines it: the link between linguistic form and something that is not language, such as a speaker's communicative intent.
Other voices
- “It must understand a lot to generate that text” Geoffrey Hinton, Researcher,
- “Associations are not enough” Judea Pearl,
- “In these models, we have one of the rare things that we thought was human-only” Gašper Beguš, Researcher,
- “Is intelligence really just a bag of tricks?” Hector J. Levesque,
- “GPT-3 with 175 billion parameters is conscious too” David Chalmers, Thinker,
- “Not as a universal solvent” Gary Marcus, Researcher,










