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seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

simpletransformers

Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel, sentence pair), Token Classification (NER), Question Answering, and Regression tasks. Built on top of the Hugging Face Transformer library.

slot_filling_and_intent_detection_of_slu

slot filling, intent detection, joint training, ATIS & SNIPS datasets, ELMo, BERT, XLNet

structshot

Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning

style-transfer-paraphrase

Official code and data repository for our EMNLP 2020 long paper "Reformulating Unsupervised Style Transfer as Paraphrase Generation" (https://arxiv.org/abs/2010.05700).

style-transfer-through-back-translation

style-transformer

switchboard-corpus

Utilities for Processing the Switchboard Dialogue Act Corpus

synpg

Code for our EACL-2021 paper "Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs".

task-oriented-dialogue-dataset-survey

A dataset survey about task-oriented dialogue, including recent datasets and SOTA results & papers.

templatener

Source code for template-based NER

tensorflow-glove

An implementation of GloVe in TensorFlow

text-classification-models-pytorch

Implementation of State-of-the-art Text Classification Models in Pytorch

text-classification-pytorch

Text classification using deep learning models in Pytorch

textstyletransferdata

tf-idf-iif-top100-wordlists

These are lists for a variety of languages containing words that are distinctive to each language.

tomotopy

Python package of Tomoto, the Topic Modeling Tool

transfer-distant-transformer-african

Code + data for the EMNLP'20 publication "Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages"

transformer-drg-style-transfer

This repository have scripts and Jupyter-notebooks to perform all the different steps involved in Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer

transformers

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

translit

twitter-lda

Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)

vadersentiment

VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

x-maml

Code base for " Zero-Shot Cross-Lingual Transfer with Meta Learning" papaer

xlm

PyTorch original implementation of Cross-lingual Language Model Pretraining.

yoruba-text

Yorùbá language training text for NLP, ASR and TTS tasks