Russia

Илья Козиев

Elite
@Koziev

NLP developer

t.me/inkoziev_channel

NLP_Datasets. My NLP datasets for Russian language

393

chatbot. Русскоязычный генеративный чатбот с профилем и фактами

259

GrammarEngine. Грамматический Словарь Русского Языка (+ английский, японский, etc)

78

rulemma. Лемматизатор для русскоязычных текстов

46

MNIST_Boosting. Comparison of XGBoost, LightGBM and CatBoost on MNIST classification problem

41

verslibre. Using transformers to generate Russian poetry

36

rusyllab. Simple Python package for breaking Russian words into syllables

32

rupostagger. Part-of-Speech Tagger for Russian language

23

rutokenizer. Russian text segmenter and tokenizer

18

LM-finetune. Код для файнтюна LM (rugpt, LLaMa, FRED T5) средствами transformers + deepspeed + LoRa

14

pushkin. Генеративные текстовые модели

14

StressModel. Neural model for prediction of stress position in Russian words

13

paraphraser. Поэтический перефразировщик

9

RussianDictionary. Russian Lexicon and Syntax Rules

8

MLBootCampV. http://mlbootcamp.ru/round/12/sandbox/

7

WordRepresentations. Сравнение нескольких способов представления слов для построения языковых моделей

6

Rifma. Dataset with annotation of Russian-language poems

5

ruword2tags. Морфологический анализатор слов для русского языка

5

CorpusSearch. Полнотекстовый поиск по текстовому корпусу с помощью Lucene.NET

5

vector2text. Generate Russian text using GPT model given LaBSE text embedding vector

5

RussianPoetryScansionTool. Detection of poetic meter, rhyme, and stress placement in the texts of Russian accentual-syllabic poems and songs.

5

NGrams. Работа с n-граммами: сбор и использование для оценки текста

4

transcriber. Model to convert text to phonetic transcription and vice versa

3

LM-pretrain. Char-level language model pretraining code and scripts

3

Word2Vec. Continuous word representation tools

3

mamba. Python

2

word2lemma. Эксперименты с лемматизацией

2

word_embedders. Character-level autoencoder models for words

2

Spellchecker. Rule- and dictionary-based spellchecker with emphasize on precision over recall

2

rupostagger2. Простая нейросетевая модель для частеречной разметки

2

sent_embedders. Experiments with sentence embedding models

1

QuoraQuestionPairs. Deep learning models for Kaggle NLP competition 'Quora Question Pairs'

1

math. Conversational data generator

1

SentimentAnalysis. C# and Python tools and models for review sentiment analysis

1

character-tokenizer. A character tokenizer for HuggingFace Transformers

1

ruchunker. NP chunker for Russian language

1

MorphoRuEval2017. Part-of-speech tagger and lemmatizer for MorphoRuEval2017

1

arithmetic_robustness. Evaluating How Whitespace Distortions in Prompts Affect Large Language Models' Arithmetic Problem-Solving Accuracy

1

ML-Challenge-3. Jupyter Notebook

1

NLP_Comp. Solutions for NLP competitions

1

word_is_noun. Binary classification of Russian wordforms using RNN/LSTM character language model

1

MLBootCampIII. http://mlbootcamp.ru/championship/10/

1
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