Repository Index

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

• natural-language-generation
• natural-language-processing
• nlg
• nlp

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

• language-modeling
• natural-language-generation
• machine-learning
• deep-learning

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• machine-learning
• gpt-2
• transformers
• natural-language-processing

Pretrained model hub for Keras 3.

• deep-learning
• keras
• machine-learning
• nlp

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

• kmer
• dnabert-model
• kmer-format
• gpu

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

• bert
• bert-model
• natural-language-processing
• pubmed

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

• natural-language-processing
• natural-language-generation
• nlg-dataset
• deep-learning

:hospital: Medical Text Mining and Information Extraction with spaCy

• natural-language-processing
• medical-natural-language-processing
• machine-learning
• metamap

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

• machine-learning
• dialogue-systems
• dialogue-generation
• dialogues

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

• gpt
• openai
• context
• embedding

German language support for TextBlob.

• nlp
• natural-language-processing
• python

A Multilingual Latent Dirichlet Allocation (LDA) Pipeline with Stop Words Removal, n-gram features, and Inverse Stemming, in Python.

• lda
• multilingual
• machine-learning
• latent-dirichlet-allocation

Converts spoken words into text form.

• docker-image
• codait
• ibm
• machine-learning

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

• data-harmonization
• data-science
• depression
• harmonisation

Detect the sentiment captured in short pieces of text

• docker-image
• machine-learning
• machine-learning-models
• ibm