Giannis Karamanolakis's repositories
SpacySpanBERT
Using spaCy & SpanBERT for relation extraction from web documents.
gkaramanolakis.github.io
Portfolio website
anchor-topic
This package supports implementation of anchor-based topic modeling and variants of the anchoring algorithm in Python 3.
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.
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"
natural-instructions-expansion
Expanding natural instructions
sentiment-discovery
Unsupervised Language Modeling at scale for robust sentiment classification
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