A python package to run contextualized topic modeling. CTMs combine BERT with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.

✭ 318

python nlp transformer nlp-machine-learning embeddings topic-modeling nlp-library

Dab

Data Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ

✭ 294

language jupyter-notebook deep-learning machine-learning deep-neural-networks transformer google-cloud nlp-machine-learning data-augmentation attention-is-all-you-need

Ner

Named Entity Recognition

✭ 288

python deep-learning neural-network natural-language-processing named-entity-recognition nlp-machine-learning natural-language-understanding

Dstc8 Schema Guided Dialogue

The Schema-Guided Dialogue Dataset

✭ 277

dataset nlp-machine-learning assistant dialogue-systems dialogue

Data Science Hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

✭ 273

python python3 jupyter-notebook machine-learning computer-vision nlp data-science data-visualization data dataset data-analysis numpy pandas nlp-machine-learning pandas-dataframe tips-and-tricks hacks ipynb

Customer satisfaction analysis

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

✭ 262

python sentiment-analysis nlp-machine-learning

ConveRT-pytorch

ConveRT Paper Pytorch Implementation

✭ 49

python convert dialog pytorch implementation nlp-machine-learning

fairseq-tagging

a Fairseq fork for sequence tagging/labeling tasks

✭ 26

python Cuda nlp machine-learning prediction ner named nlp-machine-learning pos-tagging sequence-labeling fairseq labeling-tasks

knowledge-extraction-recipes-forms

Knowledge Extraction For Forms Accelerators & Examples

✭ 144

Jupyter Notebook python C#HTML HCL shell machine-learning azure nlp-machine-learning knowledge-extraction form-recognizer forms-extraction

nlp-qrmine

🔦 Qualitative Research support tools in Python

✭ 28

Jupyter Notebook python Dockerfile research-tool hacktoberfest nlp-machine-learning

NLPnote

Gitbook Address: https://app.gitbook.com/@nlpgroup/s/nlpnote/

✭ 101

nlp nlp-machine-learning

sent2vec

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

✭ 99

python shell nlp machine-learning natural-language-processing ai word2vec artificial-intelligence nlp-machine-learning sentence-embeddings sent2vec encode-sentences

adversarial-relation-classification

Unsupervised domain adaptation method for relation extraction

✭ 18

python nlp machine-learning natural-language-processing bioinformatics nlp-machine-learning relation-extraction biomedical-data-science

Natural-Language-Processing

Contains various architectures and novel paper implementations for Natural Language Processing tasks like Sequence Modelling and Neural Machine Translation.

✭ 48

Jupyter Notebook natural-language-processing machine-translation sequence-to-sequence nlp-machine-learning character-level-rnn sequence-modeling

sensim

Sentence Similarity Estimator (SenSim)

✭ 15

python perl text-mining paper nlu nlp-machine-learning semantic-textual-similarity sentence-similarity-estimator

nlp newsletter

Natural language processing (NLP) newsletter right on GitHub

✭ 57

nlp natural-language-processing deep-learning nlp-machine-learning

CompareModels TRECQA

Compare six baseline deep learning models on TrecQA

✭ 61

Jupyter Notebook python natural-language-processing question-answering attention-mechanism nlp-machine-learning cnn-model bilstm state-of-the-art trecqa attentive-pooling attentive-pooling-networks

nlp ner workshop

Named-Entity-Recognition Workshop

✭ 15

Jupyter Notebook python named-entity-recognition nlp-machine-learning

use-cases-of-bert

Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).

✭ 18

Jupyter Notebook nlp-machine-learning extractive-summarization lexical-substitution paraphrase-generation bert-model

easyNLP

Do NLP without coding!

✭ 19

C++c machine-learning deep-neural-networks deep-learning nlp-machine-learning

phd-resources

Internet Delivered Treatment using Adaptive Technology

✭ 37

Jupyter Notebook TeX nlp graphql ai architecture modeling mhealth depression nlp-machine-learning cbt ambient-intelligence

Chatbot

A Deep-Learning multi-purpose chatbot made using Python3

✭ 36

python HTML css heroku nlp html flask machine-learning deep-neural-networks deep-learning chatbot artificial-intelligence flask-application artificial-neural-networks chatbots deeplearning nlp-machine-learning machinelearning-python webd

SentimentAnalysis

Sentiment Analysis: Deep Bi-LSTM+attention model

✭ 32

python nlp deep-neural-networks twitter deep-learning sentiment-analysis neural-network word-embeddings pytorch embeddings lstm deeplearning computational-linguistics semeval attention-mechanism nlp-machine-learning twitter-messages sentiment-classification semeval-sentiment

NTUA-slp-nlp

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

✭ 19

Jupyter Notebook python shell Makefile automata deep-learning sentiment-analysis word2vec word-embeddings attention transfer-learning attention-mechanism nlp-machine-learning lstm-neural-networks sentiment-classification openfst glove-embeddings rnn-pytorch kaldi-asr

sentiment-analysis-of-tweets-in-russian

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

✭ 51

Jupyter Notebook nlp machine-learning tweets sentiment-analysis word2vec word-embeddings keras jupyter-notebook cnn embeddings machinelearning computational-linguistics convolutional-neural-network nlp-machine-learning word2vec-ru

Flask-Deep-Learning-NLP-API

Flask API to productize a document classification model. Classification model was built using Keras with tensorflow backend

✭ 26

python nlp flask deep-learning flask-api nlp-machine-learning

urdu-characters

📄 Complete collection of Urdu language characters & unicode code points.

✭ 24

python unicode encoding character words characters letters nlp-machine-learning urdu urdu-alphabet urdu-language urdu-hack urdu-unicode arabic-characters unicode-values urdu-character

memology

Memes - why so popular?

✭ 32

Jupyter Notebook python parsing memes nlp-machine-learning

MLH-Quizzet

This is a smart Quiz Generator that generates a dynamic quiz from any uploaded text/PDF document using NLP. This can be used for self-analysis, question paper generation, and evaluation, thus reducing human effort.

✭ 23

python HTML CSS css nlp html machine-learning jinja2 hackathon flask-application question-answering quiz html-css-javascript nlp-machine-learning mlh upload-file question-generator question-generation mlh-fellowship

Machine-Learning-Projects-2

No description or website provided.

✭ 23

HTML Jupyter Notebook portfolio data machine-learning time-series plotly ml naive-bayes-classifier folium nlp-machine-learning datacleaning

Nuts

自然语言处理常见任务（主要包括文本分类，序列标注，自动问答等）解决方案试验田

✭ 21

python deep-learning seq2seq nlp-library nlp-machine-learning sequence-labeling text-categorization

word2vec-tsne

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

✭ 59

Jupyter Notebook visualization nlp machine-learning word2vec word-embeddings embeddings machinelearning computational-linguistics tsne nlp-machine-learning google-news leo-tolstoy

ibm-ai-day

Presentation for IBM Community Day AI

✭ 13

HTML CSS nlp machine-learning nlp-machine-learning tidytext

lucene-geo-gazetteer

Uses Apache Lucene, OpenNLP and geonames and extracts locations from text and geocodes them.

✭ 34

java shell nlp geonames apache opennlp lucene nlp-machine-learning gazetteer irds geoindex allcountries

core

WIP - A personal life helper providing solutions and happiness

✭ 17

javascript Dockerfile nodejs rabbitmq core rethinkdb artificial-intelligence personal-assistant jarvis hacktoberfest nlp-machine-learning

lingua-go

👄 The most accurate natural language detection library for Go, suitable for long and short text alike

✭ 684

go nlp natural-language-processing language-detection language-modeling text-processing nlp-machine-learning language-recognition language-processing language-identification language-classification

Hutoma-Conversational-AI-Platform

Hu:toma AI is an open source stack designed to help you create compelling conversational interfaces with little effort and above industry accuracy

✭ 35

shell Dockerfile nlp bot docker bots docker-image chatbot bot-framework nlp-machine-learning chatbot-framework conversational-interface conversational-bots conversational-ai hutoma chatbot-frontend

OpenPrompt

An Open-Source Framework for Prompt-Learning.

✭ 1,769

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

datastories-semeval2017-task6

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

phrase-at-scale

Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English

✭ 115

python nlp natural-language-processing spark pyspark nlp-machine-learning phrase-extraction collocation-extraction multiword-expressions phrase-discovery multiword-extraction

lingvo--Ner-ru

Named entity recognition (NER) in Russian texts / Определение именованных сущностей (NER) в тексте на русском языке

✭ 38

C#javascript HTML nlp natural-language-processing linguistics named-entity-recognition lingvo ner nlp-machine-learning

text-preprocess-python

Text preprocessing tools in python.

✭ 22

python nlp text-processing nlp-machine-learning text-cleaner text-cleaning

61-120 of 170 nlp-machine-learning projects

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