gkaramanolakis

SpacySpanBERT

Using spaCy & SpanBERT for relation extraction from web documents.

CLTS

Cross-lingual Transfer of Weak Supervision (EMNLP Findings 2020)

ISWD

Iterative Seed Word Distillation (EMNLP 2019)

gkaramanolakis.github.io

Portfolio website

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)

bangladesh-nlp-flood-research

Bangladesh NLP Flood Research

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).

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.

academic-website

anchor

Code for "High-Precision Model-Agnostic Explanations" paper

bokeh

Interactive Web Plotting for Python

disclda

Supervised Topic modeling with Discriminative Latent Dirichlet Allocation using Collapsed Gibbs sampling

FoodborneML

FoodborneNYC

Discovering foodborne illness outbreaks on Yelp and Twitter for the NYC DOHMH

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow

interval

This repo holds the code for our interactive machine teaching framework, INTERVAL, described in our TACL 2024 paper: "Interactive Machine Teaching by Labeling Rules and Instances"

librosa

Python library for audio and music analysis

lime

Lime: Explaining the predictions of any machine learning classifier

models

Models built with TensorFlow

natural-instructions-expansion

Expanding natural instructions

pydub

Manipulate audio with a simple and easy high level interface

sed_eval

Evaluation toolbox for Sound Event Detection

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification

spotipy

A light weight Python library for the Spotify Web API

superset

Superset is a modern, enterprise-ready business intelligence web application

Task-4-Large-scale-weakly-supervised-sound-event-detection-for-smart-cars

Task 4 Large-scale weakly supervised sound event detection for smart cars

tensorflow

Computation using data flow graphs for scalable machine learning

textClassifier

Text classifier for Hierarchical Attention Networks for Document Classification