├── .gitignore ├── English_HMM_POS_tagger.ipynb ├── HW1 └── hw1.pdf ├── HW2 └── hw2.pdf ├── HW3 └── hw3.pdf ├── HW4 ├── hw4_MT.pdf └── hw4_NER.pdf ├── Lecture01 - Intro.pdf ├── Lecture01 – Intro.pdf ├── Lecture02 – ProbabilisticLM.pdf ├── Lecture03 – Syntax.pptx ├── Lecture04 – Topic_models.pdf ├── Lecture04 – Векторные_представления.pdf ├── Lecture05 – RNN.pdf ├── Lecture06 – CNN.pdf ├── Lecture06 – STS.pdf ├── Lecture07 – NER.pptx ├── Lecture08-Machine_translation.pdf ├── Lecture10 – QA.pdf ├── README.md ├── example.txt ├── quizes ├── quiz01_solved.pdf ├── quiz02_solved.pdf ├── quiz03_solved.pdf ├── quiz04_solved.pdf ├── quiz05_solved.pdf └── quiz06_solved.pdf ├── readings └── collobert11a.pdf ├── rus_tree.png ├── seminars ├── rus_tree.png ├── sem10_vae │ └── sem10_vae.pdf ├── sem11_summarization │ ├── custom.css │ ├── sem11_summarization.ipynb │ └── visualization.py ├── sem1_preprocessing.ipynb ├── sem2_senna │ ├── SENNA.ipynb │ ├── SENNA_done.ipynb │ └── sem_senna.pdf ├── sem3_syntax.ipynb ├── sem4_embeddings │ └── seminar_embeddings.ipynb ├── sem5_LMs │ ├── Dinosaur Island LM.ipynb │ ├── dinos.txt │ ├── images │ │ ├── .DS_Store │ │ ├── LSTM.png │ │ ├── LSTM_rnn.png │ │ ├── dinos3.png │ │ ├── rnn.png │ │ ├── rnn_cell_backprop.png │ │ ├── rnn_step_forward.png │ │ └── understanding_lstms.jpg │ └── sem_5_langmodels.pdf ├── sem6_sentiment │ ├── hse_nlp_sentiment.pdf │ └── seminar_sentiment.ipynb ├── sem7_ner │ ├── hse_nlp_ner.pdf │ └── seminar_ner.ipynb └── sem9_transformer │ ├── LICENSE │ ├── README.md │ ├── The Annotated Transformer.ipynb │ ├── acllatex.tpl │ ├── images │ ├── ModalNet-19.png │ ├── ModalNet-20.png │ ├── ModalNet-21.png │ └── aiayn.png │ ├── jekyll.py │ ├── jekyll.tpl │ └── writeup │ ├── acl2018.sty │ └── acl_natbib.bst ├── оценки.numbers ├── оценки.pdf └── оценки.xlsx /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/.gitignore -------------------------------------------------------------------------------- /English_HMM_POS_tagger.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/English_HMM_POS_tagger.ipynb -------------------------------------------------------------------------------- /HW1/hw1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/HW1/hw1.pdf -------------------------------------------------------------------------------- /HW2/hw2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/HW2/hw2.pdf -------------------------------------------------------------------------------- /HW3/hw3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/HW3/hw3.pdf -------------------------------------------------------------------------------- /HW4/hw4_MT.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/HW4/hw4_MT.pdf -------------------------------------------------------------------------------- /HW4/hw4_NER.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/HW4/hw4_NER.pdf -------------------------------------------------------------------------------- /Lecture01 - Intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture01 - Intro.pdf -------------------------------------------------------------------------------- /Lecture01 – Intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture01 – Intro.pdf -------------------------------------------------------------------------------- /Lecture02 – ProbabilisticLM.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture02 – ProbabilisticLM.pdf -------------------------------------------------------------------------------- /Lecture03 – Syntax.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture03 – Syntax.pptx -------------------------------------------------------------------------------- /Lecture04 – Topic_models.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture04 – Topic_models.pdf -------------------------------------------------------------------------------- /Lecture04 – Векторные_представления.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture04 – Векторные_представления.pdf -------------------------------------------------------------------------------- /Lecture05 – RNN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture05 – RNN.pdf -------------------------------------------------------------------------------- /Lecture06 – CNN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture06 – CNN.pdf -------------------------------------------------------------------------------- /Lecture06 – STS.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture06 – STS.pdf -------------------------------------------------------------------------------- /Lecture07 – NER.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture07 – NER.pptx -------------------------------------------------------------------------------- /Lecture08-Machine_translation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture08-Machine_translation.pdf -------------------------------------------------------------------------------- /Lecture10 – QA.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/Lecture10 – QA.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/README.md -------------------------------------------------------------------------------- /example.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/example.txt -------------------------------------------------------------------------------- /quizes/quiz01_solved.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/quizes/quiz01_solved.pdf -------------------------------------------------------------------------------- /quizes/quiz02_solved.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/quizes/quiz02_solved.pdf -------------------------------------------------------------------------------- /quizes/quiz03_solved.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/quizes/quiz03_solved.pdf -------------------------------------------------------------------------------- /quizes/quiz04_solved.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/quizes/quiz04_solved.pdf -------------------------------------------------------------------------------- /quizes/quiz05_solved.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/quizes/quiz05_solved.pdf -------------------------------------------------------------------------------- /quizes/quiz06_solved.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/quizes/quiz06_solved.pdf -------------------------------------------------------------------------------- /readings/collobert11a.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/readings/collobert11a.pdf -------------------------------------------------------------------------------- /rus_tree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/rus_tree.png -------------------------------------------------------------------------------- /seminars/rus_tree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/rus_tree.png -------------------------------------------------------------------------------- /seminars/sem10_vae/sem10_vae.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem10_vae/sem10_vae.pdf -------------------------------------------------------------------------------- /seminars/sem11_summarization/custom.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem11_summarization/custom.css -------------------------------------------------------------------------------- /seminars/sem11_summarization/sem11_summarization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem11_summarization/sem11_summarization.ipynb -------------------------------------------------------------------------------- /seminars/sem11_summarization/visualization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem11_summarization/visualization.py -------------------------------------------------------------------------------- /seminars/sem1_preprocessing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem1_preprocessing.ipynb -------------------------------------------------------------------------------- /seminars/sem2_senna/SENNA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem2_senna/SENNA.ipynb -------------------------------------------------------------------------------- /seminars/sem2_senna/SENNA_done.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem2_senna/SENNA_done.ipynb -------------------------------------------------------------------------------- /seminars/sem2_senna/sem_senna.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem2_senna/sem_senna.pdf -------------------------------------------------------------------------------- /seminars/sem3_syntax.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem3_syntax.ipynb -------------------------------------------------------------------------------- /seminars/sem4_embeddings/seminar_embeddings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem4_embeddings/seminar_embeddings.ipynb -------------------------------------------------------------------------------- /seminars/sem5_LMs/Dinosaur Island LM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/Dinosaur Island LM.ipynb -------------------------------------------------------------------------------- /seminars/sem5_LMs/dinos.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/dinos.txt -------------------------------------------------------------------------------- /seminars/sem5_LMs/images/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/images/.DS_Store -------------------------------------------------------------------------------- /seminars/sem5_LMs/images/LSTM.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/images/LSTM.png -------------------------------------------------------------------------------- /seminars/sem5_LMs/images/LSTM_rnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/images/LSTM_rnn.png -------------------------------------------------------------------------------- /seminars/sem5_LMs/images/dinos3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/images/dinos3.png -------------------------------------------------------------------------------- /seminars/sem5_LMs/images/rnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/images/rnn.png -------------------------------------------------------------------------------- /seminars/sem5_LMs/images/rnn_cell_backprop.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/images/rnn_cell_backprop.png -------------------------------------------------------------------------------- /seminars/sem5_LMs/images/rnn_step_forward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/images/rnn_step_forward.png -------------------------------------------------------------------------------- /seminars/sem5_LMs/images/understanding_lstms.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/images/understanding_lstms.jpg -------------------------------------------------------------------------------- /seminars/sem5_LMs/sem_5_langmodels.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem5_LMs/sem_5_langmodels.pdf -------------------------------------------------------------------------------- /seminars/sem6_sentiment/hse_nlp_sentiment.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem6_sentiment/hse_nlp_sentiment.pdf -------------------------------------------------------------------------------- /seminars/sem6_sentiment/seminar_sentiment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem6_sentiment/seminar_sentiment.ipynb -------------------------------------------------------------------------------- /seminars/sem7_ner/hse_nlp_ner.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem7_ner/hse_nlp_ner.pdf -------------------------------------------------------------------------------- /seminars/sem7_ner/seminar_ner.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem7_ner/seminar_ner.ipynb -------------------------------------------------------------------------------- /seminars/sem9_transformer/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/LICENSE -------------------------------------------------------------------------------- /seminars/sem9_transformer/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/README.md -------------------------------------------------------------------------------- /seminars/sem9_transformer/The Annotated Transformer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/The Annotated Transformer.ipynb -------------------------------------------------------------------------------- /seminars/sem9_transformer/acllatex.tpl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/acllatex.tpl -------------------------------------------------------------------------------- /seminars/sem9_transformer/images/ModalNet-19.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/images/ModalNet-19.png -------------------------------------------------------------------------------- /seminars/sem9_transformer/images/ModalNet-20.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/images/ModalNet-20.png -------------------------------------------------------------------------------- /seminars/sem9_transformer/images/ModalNet-21.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/images/ModalNet-21.png -------------------------------------------------------------------------------- /seminars/sem9_transformer/images/aiayn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/images/aiayn.png -------------------------------------------------------------------------------- /seminars/sem9_transformer/jekyll.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/jekyll.py -------------------------------------------------------------------------------- /seminars/sem9_transformer/jekyll.tpl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/jekyll.tpl -------------------------------------------------------------------------------- /seminars/sem9_transformer/writeup/acl2018.sty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/writeup/acl2018.sty -------------------------------------------------------------------------------- /seminars/sem9_transformer/writeup/acl_natbib.bst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/seminars/sem9_transformer/writeup/acl_natbib.bst -------------------------------------------------------------------------------- /оценки.numbers: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/оценки.numbers -------------------------------------------------------------------------------- /оценки.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/оценки.pdf -------------------------------------------------------------------------------- /оценки.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MelLain/hse-nlp/HEAD/оценки.xlsx --------------------------------------------------------------------------------