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Language Models Could Learn Semantics - No Matter How You Define It
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- 1 Intro
- 2 What I do
- 3 Learning meaning from form
- 4 Overview
- 5 An ideal language mode
- 6 Entailment semantics
- 7 Gricean speakers
- 8 Example
- 9 Assumptions we need to prove this theorem
- 10 Experiment in toy settings
- 11 Experiment: MNLI
- 12 Limitation 1: the no-redundancy assumption is too strong
- 13 How close can we get to the ideal language model in practice?
- 14 Interim discussion
- 15 Back to reference
- 16 Can language models refer
- 17 Conclusions
