All Git Users → abrazinskas

5 open source projects by abrazinskas

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1. Copycat-abstractive-opinion-summarizer

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

✭ 76

python data-science machine-learning natural-language-processing deep-learning algorithms amazon reviews yelp vae summarization natural-language-generation abstractive-text-summarization abstractive-summarization opinion-summarization

Few-shot learning framework for opinion summarization published at EMNLP 2020.

✭ 29

python Jupyter Notebook machine-learning natural-language-processing deep-learning summarization opinion-summarization

Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

✭ 36

python shell natural-language-processing reinforcement-learning deep-learning amazon summarization opinion-mining variational-inference natural-language-understanding

4. machine-learning-data-pipeline

Pipeline module for parallel real-time data processing for machine learning models development and production purposes.

✭ 22

data-science machine-learning natural-language-processing deep-learning algorithms parallel data-preprocessing data-processing computing data-preparation data-pipeline

Bayesian Skip-gram model

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1-5 of 5 user projects