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Christos Baziotis's Projects

cgm icon cgm

Implementation of the algorithm in: E. L. G. Saukas and S. W. Song. , "A Note on Parallel Selection on Coarse-Grained Multicomputers", Algorithmica (1999)

datastories-semeval2017-task4 icon datastories-semeval2017-task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

datastories-semeval2017-task6 icon datastories-semeval2017-task6

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

ekphrasis icon ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

hierarchical-rnn-biocreative-4 icon hierarchical-rnn-biocreative-4

Repository containing the winning submission for the BioCreative VI Task A (2017). The model is a Hierarchical Bidirectional Attention-Based RNN, implemented in Keras.

linecache_light icon linecache_light

A python package that can fast random access any lines in a large file without high memory cost.

lm-prior-for-nmt icon lm-prior-for-nmt

This repository contains source code for the paper "Language Model Prior for Low-Resource Neural Machine Translation"

mass icon mass

MASS: Masked Sequence to Sequence Pre-training for Language Generation

neat-vision icon neat-vision

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

nmt-pretraining-objectives icon nmt-pretraining-objectives

This repository contains the source code and data for the paper: "Exploration of Unsupervised Pretraining Objectives for Machine Translation" in Findings of ACL 2021.

ntrex icon ntrex

NTREX -- News Test References for MT Evaluation

ntua-pytorch-ex-2 icon ntua-pytorch-ex-2

Second assignment for familiarising yourself with PyTorch. The goal of the assignment is to augment the baseline RNN model, with a self-attention mechanism, by completing the missing parts in the code :)

ntua-slp-pytorch-ex-1 icon ntua-slp-pytorch-ex-1

First assignment for familiarising yourself with PyTorch. The goal of the assignment is to implement a baseline RNN model for sentiment classification in Twitter messages, by completing the missing parts in the code :)

ntua-slp-semeval2018-task1 icon ntua-slp-semeval2018-task1

Deep-learning models submitted by NTUA-SLP team in SemEval 2018 Task 1: Affect in Tweets https://arxiv.org/abs/1804.06658

ntua-slp-semeval2018-task2 icon ntua-slp-semeval2018-task2

Deep-learning models submitted by NTUA-SLP team in SemEval 2018 Task 2: Multilingual Emoji Prediction https://arxiv.org/abs/1804.06657

ntua-slp-semeval2018-task3 icon ntua-slp-semeval2018-task3

Deep-learning models submitted by NTUA-SLP team in SemEval 2018 Task 3: Irony Detection in English Tweets https://arxiv.org/abs/1804.06659

patric-triangles icon patric-triangles

MPI implementation of a parallel algorithm for finding the exact number of triangles in massive networks

prolog-cfg-parser icon prolog-cfg-parser

A toy SWI-Prolog context-free grammar (CFG) parser, that extracts knowledge (facts) from text.

seq3 icon seq3

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

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