169 Open source projects that are alternatives of or similar to Nlp_base

Presentation for IBM Community Day AI

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

Compare six baseline deep learning models on TrecQA

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.

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

Unsupervised domain adaptation method for relation extraction

Projects and useful articles / links

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.

CVAE_XGate model in paper "Xu, Dusek, Konstas, Rieser. Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity"

Internet Delivered Treatment using Adaptive Technology

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

This repository will contain all the stuffs required for beginners in ML and DL do follow and star this repo for regular updates

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

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

Named Entity Recognition

WIP - A personal life helper providing solutions and happiness

Sentence Similarity Estimator (SenSim)

An Open-Source Framework for Prompt-Learning.

Compendium of the resources available from top NLP conferences.

Text preprocessing tools in python.

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

Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initial version of library focus on the Polish Language

ConveRT Paper Pytorch Implementation

NLP Classification Workshop

Sentiment Analysis: Deep Bi-LSTM+attention model

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

An implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.

🔦 Qualitative Research support tools in Python

Memes - why so popular?

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

No description or website provided.

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

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

Resources for learning about Text Mining and Natural Language Processing

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

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

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

The Schema-Guided Dialogue Dataset

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

Natural language processing (NLP) newsletter right on GitHub

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

Repository with all what is necessary for sentiment analysis and related areas

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

Named-Entity-Recognition Workshop

Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.

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。

Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training

Do NLP without coding!

Natural language understanding library for chatbots with intent recognition and entity extraction.

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

Intelligent Word Embeddings of Free-Text Radiology Reports

A Deep-Learning multi-purpose chatbot made using Python3

AQMAR Arabic Tagger: Sequence tagger with cost-augmented structured perceptron training

a Fairseq fork for sequence tagging/labeling tasks

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

BabyAI platform. A testbed for training agents to understand and execute language commands.

The hands-on NLTK tutorial for NLP in Python

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.

Knowledge Extraction For Forms Accelerators & Examples

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