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CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing

2020-05-01 · LREC 2020 5 · Ossama Obeid, Nasser Zalmout, Salam Khalifa, Dima Taji, Mai Oudah, Bashar Alhafni, Go Inoue, Fadhl Eryani, Alex Erdmann, er, Nizar Habash

We present CAMeL Tools, a collection of open-source tools for Arabic natural language processing in Python. CAMeL Tools currently provides utilities for pre-processing, morphological modeling, Dialect Identification, Named Entity Recognition and Sentiment Analysis. In this paper, we describe the design of CAMeL Tools and the functionalities it provides.

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Code (1)

CAMeL-Lab/camel_tools 공식 구현 pytorch

Tasks

Arabic Sentiment Analysis Arabic Text DiacritizationDialect IdentificationMorphological AnalysisMorphological Inflectionnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)Sentiment Analysis

PdfTable: A Unified Toolkit for Deep Learning-Based Table Extraction

2024-09-08 · Lei Sheng, Shuai-Shuai Xu

Currently, a substantial volume of document data exists in an unstructured format, encompassing Portable Document Format (PDF) files and images. Extracting information from these documents presents formidable challenges …

Deep Learning Document Layout Analysis Optical Character Recognition Optical Character Recognition (OCR)+2

TextAttack: Lessons learned in designing Python frameworks for NLP

2020-11-01 · EMNLP (NLPOSS) 2020 11 · John Morris, Jin Yong Yoo, Yanjun Qi

TextAttack is an open-source Python toolkit for adversarial attacks, adversarial training, and data augmentation in NLP. TextAttack unites 15+ papers from the NLP adversarial attack literature into a single framework, wi…

Adversarial Attack Data Augmentation

DadmaTools: Natural Language Processing Toolkit for Persian Language

2022-07-01 · NAACL (ACL) 2022 7 · Romina Etezadi, Mohammad Karrabi, Najmeh Zare, Mohamad Bagher Sajadi 외

We introduce DadmaTools, an open-source Python Natural Language Processing toolkit for the Persian language. The toolkit is a neural pipeline based on spaCy for several text processing tasks, including normalization, tok…

Chunking Constituency Parsing Dependency Parsing Lemmatization

QuranTree.jl: A Julia Package for Quranic Arabic Corpus

2021-04-01 · EACL (WANLP) 2021 4 · Al-Ahmadgaid Asaad

QuranTree.jl is an open-source package for working with the Quranic Arabic Corpus (Dukes and Habash, 2010). It aims to provide Julia APIs as an alternative to the Java APIs of JQuranTree. QuranTree.jl currently offers fu…

Transliteration

A Software Toolkit for Pre-processing Sign Language Video Streams

2022-06-01 · SLTAT (LREC) 2022 6 · Fabrizio Nunnari

We present the requirements, design guidelines, and the software architecture of an open-source toolkit dedicated to the pre-processing of sign language video material. The toolkit is a collection of functions and comman…