Deep Learning for NLP @CS287_NLP

Harvard CS287r (aka AC295). A new graduate course about advanced Natural Language Processing and research, by @chriswtanner. Fall 2021. harvard-iacs.github.io/CS287/ Allston, MA Joined July 2021

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Deep Learning for NLP @CS287_NLP

4 years ago

Lecture 21: Exam Study Session. The exam has 3 parts: Part 1 (55 points): demonstrate foundational knowledge, via 29 questions Part 2 (35 points): apply knowledge to a new problem Sample: harvard-iacs.github.io/CS287/lectures… Part 3 (10 points): show research skills toward your fav paper

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Deep Learning for NLP @CS287_NLP

4 years ago

Lecture 20: Review of all course content harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

4 years ago

Lecture 19: Interpretability and Probing, with @ATCQ harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

4 years ago

Lecture 18: Adversarial NLP harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

4 years ago

Lecture 17: Commonsense Reasoning, guest lecture by the superstar @VeredShwartz harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

4 years ago

Lecture 16: Coreference Resolution, with @M1deadprez harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 15: Entity Linking, with @Raekwon @GhostfaceKillah #harvard harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 14: Text Summarization, with @taylorswift13 #taylor @Harvard @hseas harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

(Guest) Lecture 13, from Ellie Lasater-Guttmann, about biases in NLP harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 12: GPT-2 harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 11: BERT harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 10: Transformers (leading up to BERT) harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 9: Self-Attention w/ the late Mac Miller @MacMiller harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 8: Machine Translation. @florencemachine was ahead of their time by a few years with the original title of this hit song. harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 7: seq2seq + Attention by @ScHoolboyQ @TopDawgEnt harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 6 (LSTMs). @WuTangClan makes a cameo. harvard-iacs.github.io/CS287/lectures… #deeplearning #nlp #Harvard

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 5 (Recurrent Neural Networks). harvard-iacs.github.io/CS287/lectures… @PepperidgeFarm #deeplearning #nlp #Harvard

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Deep Learning for NLP @CS287_NLP

5 years ago

Lecture 4 (Neural Language Models). harvard-iacs.github.io/CS287/lectures…

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Deep Learning for NLP @CS287_NLP

5 years ago

@timnitGebru, if you're interested, we would *love* to have you join our class and give a talk on any topic you wish. Forgive the unsolicited tweet; I tried your email @blackinai.org but it stated you no longer use that address?