Доповіді Natural Language Processing (NLP)
Самі доповіді мають бути українською. Але весь актуальний матеріал майже весь є в Інтернеті англійською!!!
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№ |
Назва |
ПІБ |
Дата |
Підпис |
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1 |
Intro to Natural Language Processing. NLP applications in our world. What computational linguists do. A closer look at grammatical error correction. |
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2 |
Types of NLP Applications. More Features in NLP. |
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3 |
Spam Filtering in NLP. Examples of NLP Applications. |
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4 |
Search Engines in NLP. Examples of NLP Applications |
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5 |
Sentiment Analysis in NLP. Examples of NLP Applications. Sentiment maps |
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6 |
Sarcasm Detection in NLP. Examples of NLP Applications. Quite interesting |
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7 |
Essay Grading in NLP. Examples of NLP Applications |
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8 |
Good/Evil Characters in NLP. Examples of NLP Applications |
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9 |
Machine Translation in NLP. Examples of NLP Applications. Transformations in MT |
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10 |
Error Correction in NLP. Examples of NLP Applications. GEC should be smart. GEC can be tricky |
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11 |
Speech to Text / Text to Speech in NLP. Examples of NLP Applications |
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12 |
Question Answering in NLP. Examples of NLP Applications |
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13 |
Text Summarization in NLP. Examples of NLP Applications |
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14 |
Conversational Agents. Cleverbot. Siri. The story of Tay |
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15 |
Language learning in NLP. Examples of NLP Applications. Duolingo |
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16 |
Story Cloze Task in NLP. Examples of NLP Applications. Story Cloze. |
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17 |
Algorithms to extract features from language in NLP. Examples of NLP Applications |
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18 |
Algorithms that use the extracted features to solve the broader task in NLP. Examples of NLP Applications |
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19 |
POS tagging in NLP. Examples of NLP Applications |
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20 |
Parsing in NLP. Examples of NLP Applications |
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21 |
Pragmatics in NLP. Examples of NLP Applications |
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22 |
Workflow in NLP. Examples of NLP Applications |
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23 |
Use case: viral headlines (tokenization, named-entity recognition, part-of-speech tagging, ngrams, SentiWordNet) |
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24 |
A closer look at Grammatical Error Correction. Grammarly |
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25 |
Approaches to error correction as Pattern matching, Statistical methods, Machine learning, Neural machine translation |
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26 |
Pattern matching in NLP. Examples of NLP Applications |
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27 |
Statistical methods in NLP. Examples of NLP Applications. Ngrams. |
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28 |
Machine learning (preposition presence and choice, article presence and choice, derivational morphology, run-on sentences) |
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29 |
Neural machine translation in NLP. Examples of NLP Applications |
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30 |
Machine learning: preposition choice in NLP. Examples of NLP Applications |
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