Natural Language Processing Session List

Talk general-ethics

Biases in Language Models

sonam

Diversity & Inclusion, Ethics (Privacy, Fairness,… ), Natural Language Processing

Study of gender biases in popular language models and debiasing model techniques

Talk pydata-natural-language-processing

deepdoctection - An open source package for document intelligence

Janis Meyer

Computer Vision, Natural Language Processing

deepdoctection is a Python package that enables document analysis pipelines to be built using deep learning models.

Talk pydata-natural-language-processing

Efficient data labelling with weak supervision

Maria Mestre

Data 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)

Talk pydata-machine-learning-stats

Machine Learning Testing Ecosystem of Python

Yunus Emrah Bulut

Computer 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.

Talk pydata-natural-language-processing

Performing Content: Can NLP and Deep Learning algorithms predict reader preferences?

Sebastian Cattes

Natural 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.

Talk pydata-natural-language-processing

Transformer based clustering: Identifying product clusters for E-commerce

Sebastian Wanner, Christopher Lennan

Natural 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.

Talk pydata-natural-language-processing

XAI meets Natural Language Processing

Larissa Haas

Data Visualization, Ethics (Privacy, Fairness,… ), Transparency / Interpretability

XAI meets NLP - approaches, workarounds and lessons learned while making an NLP project explainable

Talk pydata-machine-learning-stats

You shall not share!

Gönül Aycı

Ethics (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 ⚡️