abrazinskas

Copycat-abstractive-opinion-summarizer

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

BSG

Bayesian Skip-gram model

convex-optimization

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

SelSum

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

FewSum

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

sigir2022-opinion-summarization-tutorial

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

machine-learning-data-pipeline

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

AMT-worker-monitor

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

Java-Socket

MachineLearning

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

NLP2-project-2

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

NLP2-project-3

NLP2-project1

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

word2vec-theano

adasum-fork

Applied-Mechanism-Design-and-Big-Data

Applied mechanism design and big data course materials from the university of Amsterdam.

Bayesian-word-segmentation

A lab project for the unsupervised language learning course in UVA.

cbow

Continues bag of words implementation for the NLP1 project

Computer-Vision-1

Computer Vision

Data-Science-cleaning-data-project

This repository contains files for the data science cleaning data course project. The file run_analysis.R runs performs a cleaning and merge of Samsung Galaxy S user collected data. The filan output is a tidy data conforming three principles of tidy data.

DataScience-programming-assignment2

Matrices inverse operation caching

datasciencecoursera

The repository for data science specialisation courses.

Deep-learning

Deep learning course 1 materials from the university of Amsterdam.

ExData_Plotting1

Plotting Assignment 1 for Exploratory Data Analysis

Information-retrieval-I

Information retrieval 1 ( search engines ) course meterials from the university of Amsterdam.

MAS1

Multi-agent-systems

Multi-agent systems course meterials from the university of Amsterdam.

natural-language-processing-1

Natural language processing course 1 materials from the university of Amsterdam.

pony_test

Theano-RNN

The summer school project