All Categories → Machine Learning → natural-language-understanding

Top 124 natural-language-understanding open source projects

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

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csharp machine-learning nlp natural-language-processing artificial-intelligence ai embeddings natural-language-understanding

Awesome Nlg

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

✭ 211

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

Bert Chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

✭ 205

python nlp google transformer natural-language-understanding chainer

Attention Mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

✭ 203

python tensorflow keras natural-language-processing recurrent-neural-networks attention-mechanism language-model natural-language-understanding machine-translation text-generation sentiment-classification

Polyai Models

Neural Models for Conversational AI

✭ 195

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

Arxivnotes

IssuesにNLP（自然言語処理）に関連するの論文を読んだまとめを書いています．雑です．🚧 マークは編集中の論文です（事実上放置のものも多いです）．🍡 マークは概要のみ書いてます（早く見れる的な意味で団子）．

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nlp natural-language-processing natural-language-understanding dialogue-systems summary

Opencog

A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

✭ 2,132

scheme C++haskell perl python CMake learning robotics unsupervised-learning natural-language-understanding natural-language agi learning-algorithm robot-controller unsupervised-learning-algorithms natural-language-inference unsupervised-machine-learning

Efaqa Corpus Zh

❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库

✭ 170

python natural-language-processing natural-language-understanding corpus psychology

Blue benchmark

BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.

✭ 159

python benchmark natural-language-understanding

Sling

SLING - A natural language frame semantics parser

✭ 1,892

C++python javascript Starlark HTML shell machine-learning nlp neural-network natural-language-processing natural-language-understanding jit-compiler frame-semantic-parsing

Natural Language Processing Specialization

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

✭ 151

jupyter-notebook nlp natural-language-processing course slides nlp-machine-learning natural-language-understanding coursera natural-language-generation course-materials

Dialogflow Ruby Client

Ruby SDK for Dialogflow

✭ 148

ruby nlp natural-language-processing sdk natural-language-understanding nlu

Tod Bert

Pre-Trained Models for ToD-BERT

✭ 143

python natural-language-processing pretrained-models natural-language-understanding dialogue

Mt Dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

✭ 1,871

python shell Jupyter Notebook Dockerfile deep-learning microsoft named-entity-recognition natural-language-understanding ranking bert multi-task-learning

Chars2vec

Character-based word embeddings model based on RNN for handling real world texts

✭ 130

python natural-language-processing language-model embeddings natural-language-understanding

Awesome Hungarian Nlp

A curated list of NLP resources for Hungarian

✭ 121

awesome awesome-list nlp natural-language-processing parser dataset named-entity-recognition text-mining information-retrieval natural-language-understanding nlu corpus information-extraction

Turkish Morphology

A two-level morphological analyzer for Turkish.

✭ 121

python nlp natural-language-processing google natural-language-understanding

Dialoglue

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

✭ 120

python deep-learning natural-language-processing machinelearning natural-language-understanding

Natural Language Understanding Nodejs

🆕 Demo code for the Natural Language Understanding Service.

✭ 118

javascript natural-language-understanding

Deep Nlp Seminars

Materials for deep NLP course

✭ 113

jupyter-notebook deep-learning natural-language-processing natural-language-understanding

Xlnet extension tf

XLNet Extension in TensorFlow

✭ 109

python deep-learning machine-learning natural-language-processing artificial-intelligence natural-language-understanding

Transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Chatbot

Русскоязычный чатбот

✭ 106

python machine-learning nlp natural-language-processing neural-networks chatbot question-answering natural-language-understanding

Easy Bert

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

✭ 106

java machine-learning tensorflow nlp natural-language-processing language-model natural-language-understanding word-embeddings

Spokestack Python

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.

✭ 103

python deep-learning machine-learning tensorflow nlp bot natural-language-processing raspberry-pi neural-networks embedded speech-recognition text-to-speech speech-to-text tts speech-synthesis natural-language-understanding nlu smart-home voice-recognition

Chinese nlu by using rasa nlu

使用 RASA NLU 来构建中文自然语言理解系统（NLU）| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)

✭ 99

python natural-language-processing natural-language-understanding nlu chinese-nlp

Bert As Service

Mapping a variable-length sentence to a fixed-length vector using BERT model

✭ 9,779

python HTML javascript deep-learning machine-learning tensorflow nlp natural-language-processing deep-neural-networks ai natural-language-understanding bert word-embedding sentence-encoding

Spark Nlp Models

Models and Pipelines for the Spark NLP library

✭ 88

jupyter-notebook deep-learning machine-learning nlp natural-language-processing spark natural-language-understanding nlu

Awesome Vln

A curated list of research papers in Vision-Language Navigation (VLN)

✭ 86

awesome-list computer-vision papers natural-language-understanding arxiv

Dialogue Understanding

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

✭ 77

python pytorch natural-language-processing lstm sentiment-analysis pretrained-models natural-language-understanding dialogue-systems dialogue

Mt Dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

✭ 72

python natural-language-processing natural-language-understanding

Intent classifier

✭ 67

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Bidaf Keras

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

✭ 60

python python3 deep-learning tensorflow nlp keras neural-network natural-language-processing deep-neural-networks neural-networks deeplearning question-answering natural-language-understanding keras-tensorflow keras-models

Fmr

Functional Meaning Representation and Semantic Parsing Framework

✭ 58

go natural-language-understanding semantic

Python Tutorial Notebooks

Python tutorials as Jupyter Notebooks for NLP, ML, AI

✭ 52

python jupyter-notebook deep-learning neural-network natural-language-processing deeplearning parsing natural-language-understanding nltk part-of-speech-tagger

Convai Baseline

ConvAI baseline solution

✭ 49

python natural-language-processing natural-language-understanding dialogue-systems natural-language-generation

Blocks

Blocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)

✭ 39

python machine-learning natural-language-processing reinforcement-learning natural-language-understanding

Coursera Natural Language Processing Specialization

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

✭ 39

jupyter-notebook deep-learning nlp natural-language-processing artificial-intelligence deeplearning course nlp-machine-learning natural-language-understanding coursera word-embeddings natural-language

Reading comprehension tf

Machine Reading Comprehension in Tensorflow

✭ 37

python deep-learning machine-learning natural-language-processing artificial-intelligence convolutional-neural-networks recurrent-neural-networks natural-language-understanding attention-model squad

Gsoc2018 3gm

💫 Automated codification of Greek Legislation with NLP

✭ 36

python python3 nlp automation natural-language-processing text-mining natural-language-understanding

Max Text Sentiment Classifier

Detect the sentiment captured in short pieces of text

✭ 35

python machine-learning tensorflow nlp natural-language-processing docker-image natural-language-understanding ibm sentiment

Mongolian Bert

Pre-trained Mongolian BERT models

✭ 21

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Ciff

Cornell Instruction Following Framework

✭ 23

python deep-learning machine-learning natural-language-processing artificial-intelligence reinforcement-learning natural-language-understanding

Spacy Transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

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python machine-learning pytorch nlp natural-language-processing google transfer-learning language-model natural-language-understanding spacy

Crosslingual Nlu

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

✭ 20

python natural-language-understanding nlu multilingual

Otto

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

✭ 894

javascript python deep-learning machine-learning artificial-intelligence scikit-learn automl natural-language-understanding keras-tensorflow chat-application

Insuranceqa Corpus Zh

🚁 保险行业语料库，聊天机器人

✭ 821

python machine-learning natural-language-processing dataset chatbot question-answering natural-language-understanding corpus

Bert

TensorFlow code and pre-trained models for BERT

✭ 29,971

python Jupyter Notebook tensorflow nlp natural-language-processing google natural-language-understanding

Conv Emotion

This repo contains implementation of different architectures for emotion recognition in conversations.