1129 Open source projects that are alternatives of or similar to Hanlp

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

A Vietnamese natural language processing toolkit (NAACL 2018)

💫 Industrial-strength Natural Language Processing (NLP) in Python

Vietnamese NLP Toolkit for Node

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

State of the Art Natural Language Processing

[LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweebank-NER dataset

👑 spaCy building blocks and visualizers for Streamlit apps

Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.

Text vectorization tool to outperform TFIDF for classification tasks

Named Entity Recognition using multilayered bidirectional LSTM

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

A curated list of NLP resources for Hungarian

R package for Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing Based on the UDPipe Natural Language Processing Toolkit

👩‍🏫 Advanced NLP with spaCy: A free online course

A PyTorch implementation of GraphRel

A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI

Named Entity Recognition based on dictionaries

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

Kadot, the unsupervised natural language processing library.

Dilated CNNs for NER in TensorFlow

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/

Comparable documents miner: Arabic-English morphological analysis, text processing, n-gram features extraction, POS tagging, dictionary translation, documents alignment, corpus information, text classification, tf-idf computation, text similarity computation, html documents cleaning

Frog is an integration of memory-based natural language processing (NLP) modules developed for Dutch. All NLP modules are based on Timbl, the Tilburg memory-based learning software package.

Stanford CoreNLP in idiomatic Clojure.

A collection of Natural language processing pre-trained models.

Python wraper for MetaMap

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

A very simple framework for state-of-the-art Natural Language Processing (NLP)

基于深度学习的自然语言处理库

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

a sklearn wrapper for Google's BERT model

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。

A PyTorch-based toolkit for natural language processing

chatbot_ner: Named Entity Recognition for chatbots.

Named Entity Recognition

Accelerated deep learning R&D

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

小时候练手的nlp项目

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Sequence Labeling in Tensorflow

Resources for learning about Text Mining and Natural Language Processing

UDAR Does Accented Russian: A finite-state morphological analyzer of Russian that handles stressed wordforms.

The missing SVM-based text classification module implementing HanLP's interface

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.

Snips Python library to extract meaning from text

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Github repo with tutorials to fine tune transformers for diff NLP tasks

A pythonic wrapper for Stanford CoreNLP.

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

Syntaxnet Parsey McParseface wrapper for POS tagging and dependency parsing

A Model for Natural Language Attack on Text Classification and Inference

BERT for Multitask Learning

Deep neural models for core NLP tasks (Pytorch version)