2308 Open source projects that are alternatives of or similar to Spark Nlp

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…

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

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

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Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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Arabic support for textblob

A PyTorch-based toolkit for natural language processing

A pythonic wrapper for Stanford CoreNLP.

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

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

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

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

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

Abstractive and Extractive Text summarization using Transformers.

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

Document Enrichment plugin for Elasticsearch

NLP Web Service

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

搜索所有中文NLP数据集，附常用英文NLP数据集

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

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.

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

An overview of the AI-as-a-service landscape

CLUE baseline pytorch CLUE的pytorch版本基线

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.

Resources for learning about Text Mining and Natural Language Processing

Laravel wrapper for common NLP tasks

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A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

小时候练手的nlp项目

Using pre-trained BERT models for Chinese and English NER with 🤗Transformers

Machine learning based text classification in JavaScript using n-grams and cosine similarity

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O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

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中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

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An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

Text vectorization tool to outperform TFIDF for classification tasks

Kadot, the unsupervised natural language processing library.

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

🐍 Quick reference guide to common patterns & functions in PySpark.

Vietnamese NLP Toolkit for Node

Linkis helps easily connect to various back-end computation/storage engines(Spark, Python, TiDB...), exposes various interfaces(REST, JDBC, Java ...), with multi-tenancy, high performance, and resource control.

Papers and Book to look at when starting NLP 📚

Open neural machine translation models and web services

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

DELTA is a deep learning based natural language and speech processing platform.