Pinned Repositories
natural-instructions
Expanding natural instructions
adsm
Audio-based Distributional Semantic Models (ADSM) toolkit
anchor-topic
This package supports implementation of anchor-based topic modeling and variants of the anchoring algorithm in Python 3.
ASTRA
Self-training with Weak Supervision (NAACL 2021)
CLTS
Cross-lingual Transfer of Weak Supervision (EMNLP Findings 2020)
gkaramanolakis.github.io
Portfolio website
ISWD
Iterative Seed Word Distillation (EMNLP 2019)
SpacySpanBERT
Using spaCy & SpanBERT for relation extraction from web documents.
anchor
Code for "High-Precision Model-Agnostic Explanations" paper
ASTRA
Self-training with Weak Supervision (NAACL 2021)
gkaramanolakis's Repositories
gkaramanolakis/CLTS
Cross-lingual Transfer of Weak Supervision (EMNLP Findings 2020)
gkaramanolakis/SpacySpanBERT
Using spaCy & SpanBERT for relation extraction from web documents.
gkaramanolakis/ISWD
Iterative Seed Word Distillation (EMNLP 2019)
gkaramanolakis/gkaramanolakis.github.io
Portfolio website
gkaramanolakis/adsm
Audio-based Distributional Semantic Models (ADSM) toolkit
gkaramanolakis/anchor-topic
This package supports implementation of anchor-based topic modeling and variants of the anchoring algorithm in Python 3.
gkaramanolakis/ASTRA
Self-training with Weak Supervision (NAACL 2021)
gkaramanolakis/bangladesh-nlp-flood-research
Bangladesh NLP Flood Research
gkaramanolakis/ekphrasis
Collection of lightweight text processing tools, 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).
gkaramanolakis/simpletransformers
Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel, sentence pair), Token Classification (NER), Question Answering, and Regression tasks. Built on top of the Hugging Face Transformer library.
gkaramanolakis/academic-website
gkaramanolakis/anchor
Code for "High-Precision Model-Agnostic Explanations" paper
gkaramanolakis/bokeh
Interactive Web Plotting for Python
gkaramanolakis/disclda
Supervised Topic modeling with Discriminative Latent Dirichlet Allocation using Collapsed Gibbs sampling
gkaramanolakis/fastText
Library for fast text representation and classification.
gkaramanolakis/FoodborneML
gkaramanolakis/FoodborneNYC
Discovering foodborne illness outbreaks on Yelp and Twitter for the NYC DOHMH
gkaramanolakis/hierarchical-attention-networks
Document classification with Hierarchical Attention Networks in TensorFlow
gkaramanolakis/librosa
Python library for audio and music analysis
gkaramanolakis/lime
Lime: Explaining the predictions of any machine learning classifier
gkaramanolakis/models
Models built with TensorFlow
gkaramanolakis/natural-instructions-expansion
Expanding natural instructions
gkaramanolakis/pydub
Manipulate audio with a simple and easy high level interface
gkaramanolakis/sed_eval
Evaluation toolbox for Sound Event Detection
gkaramanolakis/sentiment-discovery
Unsupervised Language Modeling at scale for robust sentiment classification
gkaramanolakis/spotipy
A light weight Python library for the Spotify Web API
gkaramanolakis/superset
Superset is a modern, enterprise-ready business intelligence web application
gkaramanolakis/Task-4-Large-scale-weakly-supervised-sound-event-detection-for-smart-cars
Task 4 Large-scale weakly supervised sound event detection for smart cars
gkaramanolakis/tensorflow
Computation using data flow graphs for scalable machine learning
gkaramanolakis/textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification