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Text Machine Lab for NLP @ UMass Lowell's Projects

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

arcadian icon arcadian

Generic Model Toolkit - an abstract class for creating Tensorflow model subclasses, with helper datasets and functions.

blog icon blog

blog for Text Machine Lab

cic icon cic

The Conversational Intelligence Challenge. http://text-machine.cs.uml.edu/lab/

cliner icon cliner

Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.

clirel icon clirel

Clinical Relation system (CliRel) is an open-source natural language processing system for classifying relations between named entities in clinical text of electronic health records.

dark-secrets-of-bert icon dark-secrets-of-bert

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

dialogue-pytorch icon dialogue-pytorch

Repository for dialogue models which enhance response diversity or coherence, coded in Pytorch.

ht_wars icon ht_wars

Models and tools used to make predictions on the #HashtagWars dataset for the Semeval 2017 Humor Sub-task A

mimic3-benchmarks icon mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

mutt icon mutt

Machine Translation Metrics Unit TesTing

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