Unsupervised text tokenizer for Neural Network-based text generation.
- neural-machine-translation
- natural-language-processing
- word-segmentation
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Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
- nlp
- nltk
- pattern
- python
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.
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
- keras
- deep-learning
- text-generation
- tensorflow
An Open-Source Framework for Prompt-Learning.
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
- chatgpt
- chatgpt-api
- gpt-3
- gpt-3-prompts
Minimal keyword extraction with BERT
- keyword-extraction
- keyphrase-extraction
- bert
- mmr
Module for automatic summarization of text documents and HTML pages.
- python
- lsa
- textteaser
- html-page
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
- deep-learning
- nlp
- transformer
- bert
Neologism dictionary based on the language resources on the Web for mecab-ipadic
- mecab-ipadic
- named-entities
- dictionary
- furigana
AFINN-based sentiment analysis for Node.js.
- sentiment
- afinn
- javascript
- nlp
Unified Schema-Based Information Extraction
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
- textrank
- summarization
- natural-language-processing
- nlp
Pluralize or singularize any word based on a count
- plurals
- singular
- words
- english
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
- nlp
- visualization
- explorables
- natural-language-processing
What's in your data? Extract schema, statistics and entities from datasets
- python
- privacy
- pii
- npi
Pragmatic Segmenter is a rule-based sentence boundary detection gem that works out-of-the-box across many languages.
RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
- natural-language-processing
- natural-language-generation
- nlg-dataset
- deep-learning
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
- fasttext
- tensorflow
- language-identification
- text-classifier
:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).
- go
- golang
- textrank
- summarization
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
- nlp
- medical
- text-mining
- clinical-data-warehouse
Rule based Answer Type classification system in Node.js
Lemmatizer for text in English. Inspired by Python's nltk.corpus.reader.wordnet.morphy
- rubynlp
- lemmatizer
- nlp
- wordnet
An elixir module to translate simplified Chinese to traditional Chinese, and vice versa, based on wikipedia data