Top natural-language-understanding open source projects

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javascript CSS typescript HTML artificial-intelligence chatbots chatbot-framework natural-language-understanding ai-chatbot-framework botscript

spokestack-android

Extensible Android mobile voice framework: wakeword, ASR, NLU, and TTS. Easily add voice to any Android app!

Arch-Data-Science

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

CREST

A Causal Relation Schema for Text

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Jupyter Notebook python perl nlp natural-language-processing artificial-intelligence dataset semeval causality brat relation-extraction natural-language-understanding bionlp

classy

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

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python Jupyter Notebook nlp natural-language-processing deep-learning neural-network transformers pytorch seq2seq sequence-to-sequence natural-language-generation nlp-library bert natural-language-understanding pytorch-lightning bert-fine-tuning

text2class

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

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python nlp classifier machine-learning natural-language-processing text-classification tensorflow text transformers artificial-intelligence classification bert categorization natural-language-understanding

TOEFL-QA

A question answering dataset for machine comprehension of spoken content

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python natural-language-processing dataset question-answering reading-comprehension machine-comprehension natural-language-understanding

turingadvice

Evaluating Machines by their Real-World Language Use

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python HTML shell natural-language-processing natural-language-generation natural-language-understanding

Discovery

Mining Discourse Markers for Unsupervised Sentence Representation Learning

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Jupyter Notebook shell natural-language-processing deep-learning dataset discourse-analysis discourse-parsing pdtb unsupervised-learning natural-language-inference large-dataset natural-language-understanding sentence-embeddings infersent discourse-markers discourse-connectives

Manhattan-LSTM

Keras and PyTorch implementations of the MaLSTM model for computing Semantic Similarity.

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python natural-language-processing deep-learning lstm gru semantic-similarity aaai natural-language-understanding siamese-recurrent-architectures siamese-neural-network

nlp-notebooks

A collection of natural language processing notebooks.

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python Jupyter Notebook nlp natural-language-processing deep-learning natural-language-generation nlp-resources deep-learning-tutorial natural-language-inference natural-language-understanding

WSDM-Cup-2019

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

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Jupyter Notebook python shell text-classification keras natural-language-inference bert wsdm natural-language-understanding

ConveRT

Dual Encoders for State-of-the-art Natural Language Processing.

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python nlp natural-language-processing tensorflow natural-language-understanding

DeepChem-Workshop

DeepChem 2017: Deep Learning & NLP for Computational Chemistry, Biology & Nano-materials

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Jupyter Notebook machine-learning natural-language-processing bioinformatics deep-learning computational-biology computational-chemistry natural-language-understanding

minie

An open information extraction system that provides compact extractions

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java natural-language-processing paper extract-information information-extraction nlp-apis nlp-resources nlp-library natural-language-understanding open-information-extraction

text-bot-openwhisk

DEPRECATED: this repo is no longer actively maintained

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javascript CSS shell HTML conversation bluemix weather-api ibm openwhisk watson-services cloudant-database natural-language-understanding text-bot

NLP-Natural-Language-Processing

Projects and useful articles / links

LearningMetersPoems

Official repo of the article: Yousef, W. A., Ibrahime, O. M., Madbouly, T. M., & Mahmoud, M. A. (2019), "Learning meters of arabic and english poems with recurrent neural networks: a step forward for language understanding and synthesis", arXiv preprint arXiv:1905.05700

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Jupyter Notebook python deep-learning dnn lstm gru natural-language-understanding arabic-poetry bi-lstm bi-gru english-poetry

Natural-language-understanding-papers

NLU: domain-intent-slot; text2SQL

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natural-language-understanding zero-shot-learning domain-adaptation paper-list text2sql domain-intent-slot

smart-email-support

Smart Email Support for Telecom Organisations - Provide automated customer support for emails

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javascript HTML CSS nodejs natural-language-processing node-red telecom artificial-intelligence sendgrid cloudant natural-language-understanding watson-knowledge-studio

slotminer

Tool for slot extraction from text

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python natural-language-processing information-extraction named-entity-recognition slot-filling natural-language-understanding korean-text-processing rule-based named-entity-extraction temporal-information slot-extraction dialog-system slotminer slot-minining time-information slot-normalization named-entity medical-terminology clinical-terminology

spokestack-ios

Spokestack: give your iOS app a voice interface!

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swift ios text-to-speech tensorflow speech-synthesis voice-recognition speech-recognition vad speech-to-text hacktoberfest speech-processing asr voice-assistant natural-language-understanding speech-api voice-activity-detection voice-synthesis wakeword wakeword-activation

OpenPrompt

An Open-Source Framework for Prompt-Learning.

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python shell nlp natural-language-processing ai deep-learning prompt pytorch transformer prompt-toolkit nlp-library nlp-machine-learning prompts natural-language-understanding pre-trained-model pre-trained-language-models prompt-based-tuning prompt-learning

sms-analysis-with-wks

Analyzing SMS offers for domain specific entities using Watson Knowledge Studio and Watson's Natural Language Understanding

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CSS java javascript machine-learning watson artificial-intelligence natural-language-understanding ibmcode watson-natural-language watson-knowledge-studio

nlcli

Natural language interface for the command line.

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python Makefile Dockerfile cli text-processing natural-language-understanding intent-classification intent-parser

TextFeatureSelection

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

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python nlp machine-learning natural-language-processing text-classification natural-language feature-selection machinelearning natural-language-generation nlp-resources nlp-library natural-language-inference nlp-machine-learning natural-language-understanding text-categorization nlproc naturallanguageprocessing

label-studio-transformers

Label data using HuggingFace's transformers and automatically get a prediction service

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python nlp natural-language-processing transformers bert natural-language-understanding text-labeling data-labeling pytorch-transformers label-studio

STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-Keras

A simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."

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python nlp natural-language-processing tensorflow keras cnn sts convolutional-neural-networks semantic-similarity natural-language-understanding semantic-textual-similarity stsbenchmark dataset-sts

SelSum

Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

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python shell natural-language-processing reinforcement-learning deep-learning amazon summarization opinion-mining variational-inference natural-language-understanding

VCML

PyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019

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python shell embedding-models natural-language-understanding visual-question-answering

Question-Answering-based-on-SQuAD

Question Answering System using BiDAF Model on SQuAD v2.0

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nlp machine-learning natural-language-processing neural-network question-answering squad nlp-machine-learning bidaf natural-language-understanding nlp-datasets

wikiHow paper list

A paper list of research conducted based on wikiHow

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natural-language-processing natural-language-generation natural-language-understanding learning-resources wikihow vision-and-language

sepia-assist-server

Core server of the SEPIA Framework responsible for NLU, conversation, smart-service integration, user-accounts and more.

dstqa

Code for Li Zhou, Kevin Small. Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering. In NeurIPS 2019 Workshop on Conversational AI

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python Jsonnet shell natural-language-understanding dialogue-management dialogue-state-tracking

awesome-nlg

A curated list of resources dedicated to Natural Language Generation (NLG)

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awesome awesome-list natural-language-generation nlg natural-language-understanding

DiscEval

Discourse Based Evaluation of Language Understanding