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Distribution Based Compositionality Assessment (DBCA)
A method of systematically generating datasets with train and test splits diverging in a controllable and measurable way.
semantic-composition knowledge-base question-answering semantic-parsing
A Visual Guide to Regular Expression
A mental model of how various components of a regular expression work from the bottom-up.
regex preprocessing text-matching python
A 🤗 transformers-style implementation of BERT using LambdaNetworks instead of self-attention.
transformers bert lambdanetworks self-attention
Popular Similarity Measure Implementation In Python
Similarity measures have a wide variety of applications in the data science world. Learn the popular similarity measure along with python implementation.
recommendation-systems text-similarity similarity-search natural-language-processing
Tldrstory: AI-powered Understanding of Headlines and Story Text
A framework for AI-powered understanding of headlines and text content related to stories.
zero-shot-learning text-similarity similarity-search streamlit
Tutorial on Modern Practical Natural Language Processing
There are four videos and Jupyter notebooks that cover how to categorize and find similar documents, visualize vectors, and write (meaningless) stories.
natural-language-processing code tutorial
How to Structure and Manage NLP Projects
Some key pointers, guidelines, tips and tricks that can help you stay on top of things and keep your NLP projects (mostly) in check!
natural-language-processing natural-language-understanding machine-learning deep-learning
Sentiment Analysis in Python
We discuss the most popular NLP Sentiment Analysis packages, and compare the performance of each of them in a common dataset.
sentiment-analysis python machine-learning deep-learning
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