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baseline

Deep-Learning Model Exploration and Development for NLP

bert

TensorFlow code and pre-trained models for BERT

bilstm-aux

Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)

chinese-word-segmentation-in-nlp

State of the art Chinese Word Segmentation with Bi-LSTMs

doccano

Open source text annotation tool for machine learning practitioner.

fasttext

Library for fast text representation and classification.

getting_started_with_ai_workshop

Jupyter notebooks, jobscripts and other files for the "Getting started with AI on LUMI" workshop

language-models

Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.

lumi-nlp-recipes

megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

nanotron

Minimalistic large language model 3D-parallelism training

neural-sindhi-named-entity-recognition-system

The proposed neural Sindhi named entity recognition system is based on Bidirectional Long Short Term Memory (BiLSTM), Conditional Random Field (CRF) and self-attention mechanism.

nlp

Language Modelling-generate text

nlp2019_hw1

Chinese word segmentation, replicating "State-of-the-art Chinese Word Segmentation with Bi-LSTMs", Ji Ma, Kuzman Ganchev and David Weiss, EMNLP 2018

pos-tagger-bert

BERT fine-tuning for POS tagging task (Keras)

python-for-data-science-and-machine-learning-bootcamp

python_data_science_and_machine_learning_bootcamp

Jupyter notebook for Udemy course: Python data science and machine learning bootcamp

raw-corpus-sindhi-persian-arabic-

register-labeling

rules-based-classification

Calculating Lead-Based Returns with Rule-Based Classification

schedule_free

Schedule-Free Optimization in PyTorch

segmentation

Code and data for segmentation experiments.

sindhi-corpus-with-neural-word-embeddings

sindhi-nlp

Sindhi NLP is a research domain for working on Sindhi language. This page provides the researchers with research papers, data sets and other NLP and computational linguistics resources. The Sindhi NLP website for Sindhi NLP provides fundamental tools for Sindhi text analysis.

siner-dataset

transformers

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

twitter_nlp

Twitter NLP Tools