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abrazinskas

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

Copycat-abstractive-opinion-summarizer

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

Python

convex-optimization

A convex optimization course https://see.stanford.edu/Course/EE364A completed homework assignments

MATLAB

BSG

Bayesian Skip-gram model

Python

SelSum

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

Python

FewSum

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

Python

sigir2022-opinion-summarization-tutorial

This repository contains materials for the SIGIR 2022 tutorial on opinion summarization.

pjax-active-menu

Pjax oriented JS library allowing activation of current link in the navigation

JavaScript

AMT-worker-monitor

Amazon Mechanical Turk blacklisting monitor that blocks workers exceeding a fixed number of submitted HITs.

Python

ISP-Game

Connect4 Java Game based on minimax artificial algorithm

Java

Java-Socket

Java

MachineLearning

The project files for the machine learning I and II courses at the University of Amsterdam.

Jupyter Notebook

NLP2-project1

In this preject we implemented several IBM translation models along with several training procedures (EM and variational bayes)

Python

NLP2-project-3

Jupyter Notebook

word2vec-theano

Python

NLP2-project-2

Statistical machine translation project 2 for the Natural language processing II course 2017 in the university of Amsterdam

Python

abrazinskas/machine-learning-data-pipeline

abrazinskas

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