Reducing Conversational Agents’ Overconfidence Through Linguistic Calibration
Author:
Affiliation:
1. Department of Computer Science, Johns Hopkins University, USA
2. Facebook AI Research, USA. sjmielke@jhu.edu
3. Facebook AI Research, USA. aszlam@fb.com
4. Facebook AI Research, USA. edinan@fb.com
5. Facebook AI Research, USA. ylan@fb.com
Abstract
Publisher
MIT Press
Subject
Artificial Intelligence,Computer Science Applications,Linguistics and Language,Human-Computer Interaction,Communication
Link
https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00494/2038516/tacl_a_00494.pdf
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3. On the dangers of stochastic parrots: Can language models be too big?;Bender,2021
4. Semantic parsing on Freebase from question-answer pairs;Berant,2013
5. Language models are few-shot learners;Brown;arXiv preprint arXiv:2005.14165v4,2020
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