epapagia

AttentionXML

Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"

BERT-Keyword-Extractor

Deep Keyphrase Extraction using BERT

context_attentive_ir

Context-aware Neural Information Retrieval

Datasets-Keyphrase-Extraction

abstracts of 2 popular datasets for the automatic keyphrase extraction task

document_similarity_algorithms_experiments

Document similarity algorithms experiment - Jaccard, TF-IDF, Doc2vec, USE, and BERT.

DynamicWord2Vec

Dynamic Word Embeddings for Evolving Semantic Discovery code.

eif

Extended Isolation Forest for Anomaly Detection

KE_adjacency_matrix_modelling

LocalVectors_AKE

RVA

epapagia/Datasets-Keyphrase-Extraction

abstracts of 2 popular datasets for the automatic keyphrase extraction task

epapagia/RVA

epapagia/KE_adjacency_matrix_modelling

epapagia/LocalVectors_AKE

epapagia/AttentionXML

Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"

epapagia/BERT-Keyword-Extractor

Deep Keyphrase Extraction using BERT

epapagia/context_attentive_ir

Context-aware Neural Information Retrieval

epapagia/document_similarity_algorithms_experiments

Document similarity algorithms experiment - Jaccard, TF-IDF, Doc2vec, USE, and BERT.

epapagia/DynamicWord2Vec

Dynamic Word Embeddings for Evolving Semantic Discovery code.

epapagia/eif

Extended Isolation Forest for Anomaly Detection

epapagia/EmbeddingDynamicStereotypes

epapagia/Extreme-Multi-Label-Classification

Introduction Notebook to Extreme Multi-Label Classification problem (XML)

epapagia/gcn

Implementation of Graph Convolutional Networks in TensorFlow

epapagia/GloVe

GloVe model for distributed word representation

epapagia/glove.py

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes

epapagia/gowpy

A very simple library for exploiting graph-of-words in NLP

epapagia/keyphrase-generation-rl

Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"

epapagia/Keywords_extraction_with_GOW

Graph of words (Networkx) and keywords extraction (Ktruss, Kcore, DivRank, BestCoverage)

epapagia/LLE-MetaEmbed

Locally Linear Meta Embedding

epapagia/LM-LSTM-CRF

Empower Sequence Labeling with Task-Aware Language Model

epapagia/OpenNMT-kpg-release

Keyphrase Generation

epapagia/pytorch-glove

GloVe implementation by pytorch

epapagia/pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

epapagia/ReILIF

Long-term Regional Influenza-like-illness Forecasting Using Exogenous Data

epapagia/sequence-labeling-BiLSTM-CRF

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

epapagia/sleec_python

Python implementation of "Sparse Local Embeddings for Extreme Multi-label Classification, NIPS, 2015"

epapagia/text-cnn-tensorflow

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

epapagia/unsupervised-learning-document-clustering

Document clustering and topic modelling with Python

epapagia/word_similarity_relatedness_datasets

epapagia/XML-CNN

Pytorch implementation of the paper Deep learning for extreme multi-label text classification