akalino
PhD student in Information Science at Drexel University. My interests are in natural language processing, deep learning, TDA, semantics and ontology learning.
Philadelphia
Pinned Repositories
akalino.github.io
Personal research page
bias-detection
Clustering
Moving Clara algorithm from R to Python
CNNEmbed
comp_embed
Complaint embeddings
flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Gaussianize
Function to normalize distributions
glove-gensim
Converting GloVe vectors into word2vec format for easy usage with Gensim
kgc-2021-ot
Slides for my talk on optimal transport for KG at KGC2021
vectornauts
Geometric metadata assignment using Pinecone.
akalino's Repositories
akalino/Clustering
Moving Clara algorithm from R to Python
akalino/kgc-2021-ot
Slides for my talk on optimal transport for KG at KGC2021
akalino/semantic-structural-sentences
Code for experiments to measure the structural and semantic properties of sentence embeddings.
akalino/TEA
Triple embedding alignment via batched information guided optimal transport
akalino/vectornauts
Geometric metadata assignment using Pinecone.
akalino/akalino.github.io
Personal research page
akalino/bias-detection
akalino/CNNEmbed
akalino/comp_embed
Complaint embeddings
akalino/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
akalino/Gaussianize
Function to normalize distributions
akalino/glove-gensim
Converting GloVe vectors into word2vec format for easy usage with Gensim
akalino/GraphRegEmbeddings
akalino/InformationRetrieval
Project for course in IR
akalino/kge-distant-supervision
Best performing knowledge graph embeddings for the NYT-FB distant supervision task
akalino/mof-kge
Knowledge graph completion for metal-organic frameworks
akalino/nyt-summ
Summarization datasets from the New York Times Annotated Corpus
akalino/ontology-text-eX
Explainable machine learning classifiers over text using an ontology
akalino/puzzles
Code for solving word puzzles
akalino/python-louvain
Louvain Community Detection
akalino/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
akalino/rowan-nlp
Materials for Natural Language Processing, Rowan University, Spring 2023.
akalino/significance-comparisons
Methods for evaluating random seed effect on model performance
akalino/snorkel-demos
Snorkel models for relation extraction