Natural Language Processing Session List
Biases in Language Models
sonamDiversity & Inclusion, Ethics (Privacy, Fairness,… ), Natural Language Processing
Study of gender biases in popular language models and debiasing model techniques
deepdoctection - An open source package for document intelligence
Janis MeyerComputer Vision, Natural Language Processing
deepdoctection is a Python package that enables document analysis pipelines to be built using deep learning models.
Efficient data labelling with weak supervision
Maria MestreData Engineering, Data Visualization, Natural Language Processing
Data labelling should not be a waterfall task. Label your data significantly faster with weak supervision (https://github.com/dataqa/dataqa)
Machine Learning Testing Ecosystem of Python
Yunus Emrah BulutComputer Vision, Ethics (Privacy, Fairness,… ), Governance, Natural Language Processing, Neural Networks / Deep Learning, Security
Machine learning testing becomes an indispensable part of the MLOps and Python offers great ecosystem for this purpose.
Performing Content: Can NLP and Deep Learning algorithms predict reader preferences?
Sebastian CattesNatural Language Processing, Neural Networks / Deep Learning, Statistics
Can AI understand what drives user engagement? Join our talk "Performing Content: Can NLP and Deep Learning algorithms predict reader preferences?" to find out what NLP can bring to the editorial table.
Transformer based clustering: Identifying product clusters for E-commerce
Sebastian Wanner, Christopher LennanNatural Language Processing, Neural Networks / Deep Learning, Use Case
Transformer based clustering with Sentence-Transformers and Facebook Faiss for an E-commerce use case where we clustered offers to automatically generate new products.
XAI meets Natural Language Processing
Larissa HaasData Visualization, Ethics (Privacy, Fairness,… ), Transparency / Interpretability
XAI meets NLP - approaches, workarounds and lessons learned while making an NLP project explainable
You shall not share!
Gönül AycıEthics (Privacy, Fairness,… ), Natural Language Processing
Are you ready to have an agent to help to preserve your privacy in online social networks? "You shall not share!" will be presented by @gonul_ayci ⚡️