Aug 30 |
Introductions and format overview |
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Sep 01 |
Can Neural Machine Translation be Improved with User Feedback? / Kreutzer et al. 2018 |
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Sep 06 |
No class (Labor Day) |
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Sep 08 |
A Contextual Bandit Bake-off / Bietti et al. 2018 |
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Sep 13 |
" |
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Sep 15 |
Personalizing Natural Language Understanding using Multi-armed Bandits and Implicit Feedback / Moerchen et al. 2020 |
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Sep 20 |
Core Knowledge, Language, and Number / Spelke 2017 |
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Sep 22 |
" |
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Sep 27 |
The social bases of language acquisition / Tomasello 1992 |
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Sep 29 |
" |
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Oct 04 |
An integrated theory of language production and comprehension / Pickering and Garrod 2013 |
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Oct 06 |
Guest talk by Robert Hawkins (Princeton) |
McCarthy et al. 2021 Hawkins et al. 2021 |
Oct 11 |
No class (fall break) |
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Oct 13 |
Extending rational models of communication from beliefs to actions / Sumers et al. 2021 |
RSA Intro |
Oct 18 |
Guest talk by Julia Kreutzer (Google) |
Graves et al. 2017 |
Oct 20 |
No class |
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Oct 25 |
Sumers et al. 2021 (cotd.) |
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Learning to Win by Reading Manuals in a Monte-Carlo Framework / Branavan et al. 2011 |
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Oct 27 |
" |
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Nov 01 |
" |
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Leveraging Language to Learn Program Abstractions and Search Heuristics / Wong et al. 2021 |
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Nov 03 |
" |
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Nov 08 |
No class (EMNLP) |
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Nov 10 |
MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks / Bara et al. 2021 |
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Nov 15 |
" |
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Nov 17 |
Guest talk by Catherine Wong (MIT) |
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Nov 22 |
Visually Grounded Reasoning across Languages and Cultures / Liu et al. 2021 |
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Nov 24 |
No class (Thanksgiving break) |
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Nov 29 |
Visually Grounded Reasoning across Languages and Cultures / Liu et al. 2021 [contd.] |
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Dec 01 |
Project presentations |
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Dec 06 |
Project presentations |
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