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imvladikon/README.md

Hi

I'm Vladimir Gurevich, ML/NLP Engineer (IR tasks, such as Semantic Search, Information Extraction tasks, such as NER, Relation Extraction, etc.).

I am also interested in Speech Recognition and in LLMs.

Works:

  • jupyter-notebook-viewer - Jupyter Notebook Viewer for local files *.ipynb in browser without Jupyter Notebook installation.
  • wav2vec2-hebrew - package for speech recognition in Hebrew language using wav2vec2 models that were trained on Hebrew datasets (check out the datasets below).
  • distiller - distillation TextClassification and TokenClassification models using transformers library with different distillation methods.
  • spacy-trankit - spacy wrapper for Trankit (NLP pipeline for tokenization+dependency parsing+lemmatization, etc.)

Models:

Speech Recognition:

Datasets:

Contacts

LinkedIn

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  1. jupyter-notebook-viewer jupyter-notebook-viewer Public

    chrome extension for viewing Jupyter Notebooks in the browser without Jupyter Server

    JavaScript 26 5

  2. huawei-nlpcourse-project huawei-nlpcourse-project Public

    Topic modeling and classification news on Hebrew with Neural Text Summarizer model

    Python 1

  3. distiller distiller Public

    knowledge distillations for bert (classification, token classification models)

    Python 1

  4. wav2vec2-hebrew wav2vec2-hebrew Public

    Speech Recognition for Hebrew (using wav2vec2 models)

    Python 3 1

  5. duckdb + huggingface datasets duckdb + huggingface datasets
    1
    #!/usr/bin/env python3
    2
    # -*- coding: utf-8 -*-
    3
    import duckdb
    4
    import pyarrow as pa
    5
    from datasets import Dataset
  6. fuzzy_grouper.py fuzzy_grouper.py
    1
    #!/usr/bin/env python3
    2
    # -*- coding: utf-8 -*-
    3
    """
    4
    Simple fuzzy grouping of the list of the dictionaries using any string field and string similarities functions
    5
    Dependencies: