hankcs/HanLP

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

Language: Python - Size: 69.5 MB - Last synced at: about 7 hours ago - Pushed at: about 9 hours ago - Stars: 35,861 - Forks: 10,847

spencermountain/compromise

modest natural-language processing

Language: JavaScript - Size: 55.2 MB - Last synced at: about 9 hours ago - Pushed at: 4 months ago - Stars: 11,944 - Forks: 659

khteh/pAIthon

Python AI, ML, DL and NLP exploration playground.

Language: Python - Size: 2.21 GB - Last synced at: about 22 hours ago - Pushed at: about 23 hours ago - Stars: 1 - Forks: 0

The-FinAI/PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

Language: Jupyter Notebook - Size: 49.5 MB - Last synced at: 1 day ago - Pushed at: 9 months ago - Stars: 804 - Forks: 106

datagodzilla/medical-nlp-lean

Medical Entities Recognition

Language: Python - Size: 1020 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

Bobbywasher/cc-cli

🔄 Switch and manage Claude Code configurations easily with CC CLI, featuring multi-site support, smart merging, and cloud backups.

Language: JavaScript - Size: 1.66 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

LALITCHAROLA/genr-kit

🚀 Prototype and deploy generative AI applications with ease using Python, Gradio, and Transformers for text, image, and speech tasks.

Language: Python - Size: 12.7 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

M4UNC/PDF-Package-Analyzer

🔍 Analyze PDF files effectively with this Python tool, testing compatibility across libraries to guide optimal PDF processing solutions.

Language: Python - Size: 1.35 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

fmadore/iwac-ai-pipelines

AI pipelines for Omeka S digital collections - OCR correction, entity extraction, and text analysis

Language: Python - Size: 208 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

ICIJ/datashare

A self‑hosted search engine for documents

Language: Java - Size: 396 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 667 - Forks: 64

Knowledge-Graph-Hub/kg-microbe

Language: Jupyter Notebook - Size: 536 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 20 - Forks: 3

explosion/spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

Language: Python - Size: 1.79 MB - Last synced at: 2 days ago - Pushed at: 10 months ago - Stars: 1,342 - Forks: 104

explosion/spaCy

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

Language: Python - Size: 194 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 32,793 - Forks: 4,620

taishan1994/awesome-chinese-ner

中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集，以及中文预训练模型、词向量、实体识别综述等。

Size: 246 KB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 749 - Forks: 57

mejba-alam/spaCy

🧠 Enhance your applications with spaCy, a powerful library for advanced Natural Language Processing in Python and Cython, supporting 70+ languages.

Language: Python - Size: 17.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

MAbdelhamid2001/POS-NER-Tagger

Language: Jupyter Notebook - Size: 29.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

ankane/mitie-ruby

Named-entity recognition for Ruby

Language: Ruby - Size: 89.8 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 178 - Forks: 7

microsoft/presidio

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

Language: Python - Size: 254 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 6,057 - Forks: 839

mirpo/fastapi-gen

Build LLM-enabled FastAPI applications without build configuration.

Language: Python - Size: 1.09 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 10 - Forks: 1

zjunlp/DeepKE

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

Language: Python - Size: 121 MB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 4,182 - Forks: 731

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Language: Python - Size: 82.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 7,646 - Forks: 927

winstxnhdw/llm-api

A fast CPU-based API for Qwen 2.5 using CTranslate2, hosted on Hugging Face Spaces.

Language: Python - Size: 1.4 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 2

SydAirAhd74/Smart_v0.0

AI privacy tool for pure edge computing utilizing translation, transcription across Hebrew, English and Farsi, Summarization, NER, Action Item Recognition, Timeline Extraction, Sentiment Analysis and Recommendations of the uploaded file.

Language: Python - Size: 15.6 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

JohnSnowLabs/spark-nlp

State of the Art Natural Language Processing

Language: Scala - Size: 3.46 GB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 4,068 - Forks: 733

ankane/mitie-php

Named-entity recognition for PHP

Language: PHP - Size: 49.8 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 28 - Forks: 5

hitz-zentroa/GoLLIE

Guideline following Large Language Model for Information Extraction

Language: Python - Size: 10.8 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 409 - Forks: 28

flairNLP/flair

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

Language: Python - Size: 377 MB - Last synced at: 6 days ago - Pushed at: 20 days ago - Stars: 14,319 - Forks: 2,130

daviden1013/llm-ie

A comprehensive toolkit that provides building blocks for LLM-based named entity recognition, attribute extraction, and relation extraction pipelines.

Language: Python - Size: 11.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 37 - Forks: 4

ankane/informers

Fast transformer inference for Ruby

Language: Ruby - Size: 2.48 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 589 - Forks: 17

stanfordnlp/CoreNLP

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

Language: Java - Size: 380 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 9,995 - Forks: 2,719

thoughtbot/top_secret

Filter sensitive information from free text before sending it to external services or APIs, such as chatbots and LLMs.

Language: Ruby - Size: 134 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 288 - Forks: 6

4AI/LS-LLaMA

A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuning

Language: Python - Size: 3.54 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 154 - Forks: 24

lonePatient/TorchBlocks

A PyTorch-based toolkit for natural language processing

Language: Python - Size: 481 KB - Last synced at: about 6 hours ago - Pushed at: over 2 years ago - Stars: 160 - Forks: 27

Tongjilibo/bert4torch

An elegent pytorch implement of transformers

Language: Python - Size: 11.3 MB - Last synced at: 2 days ago - Pushed at: 12 days ago - Stars: 1,331 - Forks: 168

ukairia777/tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

Language: Jupyter Notebook - Size: 126 MB - Last synced at: about 23 hours ago - Pushed at: 5 months ago - Stars: 565 - Forks: 291

shiva0824/Jobs

An end-to-end NLP project that extracts skills from job descriptions, builds job–resume matching recommendations, and showcases deployment with FastAPI and AWS.

Language: Python - Size: 15.1 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

undertheseanlp/underthesea

Underthesea - Vietnamese NLP Toolkit

Language: Python - Size: 166 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1,622 - Forks: 288

urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

Language: Python - Size: 31.1 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 2,469 - Forks: 226

viclang/anonymacy

anonymaCy is a spaCy extension for anonymizing PII using rule-based recognizers, context-aware processing, conflict resolution and customizable anonymization.

Language: Python - Size: 626 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 2 - Forks: 0

quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

Size: 1.5 MB - Last synced at: 10 days ago - Pushed at: 12 months ago - Stars: 1,023 - Forks: 60

amirivojdan/shekar

Simplifying Persian NLP for Modern Applications

Language: Python - Size: 23 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 47 - Forks: 3

mawiesne/DE-NERmed

DE-NERmed: An OpenNLP named entity recognition tool and model files trained for medical NLP use cases

Language: Java - Size: 345 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

FuxiaoLiu/VisualNews-Repository

[EMNLP'21] Visual News: Benchmark and Challenges in News Image Captioning

Language: Jupyter Notebook - Size: 6.94 MB - Last synced at: about 2 hours ago - Pushed at: over 1 year ago - Stars: 100 - Forks: 9

bogwi/rookeen

spaCy-based CLI for web linguistic analysis with embeddings, sentiment, POS/NER, and Unix pipeline composability. Outputs JSON, Parquet, CoNLL-U for ML workflows.

Language: Python - Size: 318 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

Nishtha031105/ner-ml-project

Named Entity Recognition tool using NLP and React

Language: Python - Size: 60.5 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

freinold/GLiNER-API

Easily configurable API & frontend providing simple access to dynamic NER models.

Language: Python - Size: 3.34 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 5 - Forks: 1

Apex-05/REALM

Real-Time Analysis of Linguistic Media

Language: Jupyter Notebook - Size: 4.44 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

keerthanap8898/Neural-CRF_NER-Tagger

How to build a baby-BERT : I analyze BiLSTMs combined with Conditional Random Fields for Named Entity Recognition & contrasts a Neural-CRF tagger against a baseline BiLSTM model, exploring how probabilistic sequence dependencies improve contextual understanding beyond token-level classification.

Language: Jupyter Notebook - Size: 5.46 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

Aishwaraya-Dharmadhikari/NLP_Programs

All Natural Language Processing Programs

Size: 6.84 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

yyDing1/GNER

[ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"

Language: Python - Size: 4.69 MB - Last synced at: about 24 hours ago - Pushed at: over 1 year ago - Stars: 59 - Forks: 2

emrecncelik/weighted-bert

Nonofficial implementation of the paper A Text Document Clustering Method Based on Weighted BERT Model.

Language: Python - Size: 44.9 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 4 - Forks: 0

Chenfeng1271/awesome-MNER

awesome-multimodal-named-entity-recognition

Size: 176 KB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 60 - Forks: 5

mhbashari/awesome-persian-nlp-ir

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

Size: 192 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 767 - Forks: 115

smilelight/lightKG

基于Pytorch和torchtext的知识图谱深度学习框架。

Language: Python - Size: 91.8 KB - Last synced at: 20 days ago - Pushed at: over 5 years ago - Stars: 615 - Forks: 150

mmarouen/ds-gear

data science gear: Advanced machine learning algorithms built on top of keras, tensorflow and sklear

Language: Python - Size: 86.9 KB - Last synced at: 17 days ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

vngrs-ai/vnlp

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

Language: Python - Size: 392 MB - Last synced at: 22 days ago - Pushed at: 2 months ago - Stars: 283 - Forks: 17

microsoft/presidio-research

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 27 days ago - Pushed at: 2 months ago - Stars: 239 - Forks: 70

sina-al/pynlp 📦

A pythonic wrapper for Stanford CoreNLP.

Language: Python - Size: 85 KB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 108 - Forks: 11

opensemanticsearch/open-semantic-search-apps

Python/Django based webapps and web user interfaces for search, structure (meta data management like thesaurus, ontologies, annotations and named entities) and data import (ETL like text extraction, OCR and crawling filesystems or websites)

Language: CSS - Size: 1.37 MB - Last synced at: 20 days ago - Pushed at: about 3 years ago - Stars: 99 - Forks: 38

CAMeL-Lab/camel_tools

A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

Language: Python - Size: 11.5 MB - Last synced at: 26 days ago - Pushed at: 2 months ago - Stars: 488 - Forks: 78

UniversalDataTool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Language: JavaScript - Size: 247 MB - Last synced at: 24 days ago - Pushed at: 8 months ago - Stars: 2,031 - Forks: 193

luopeixiang/named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

Language: Python - Size: 28.2 MB - Last synced at: 28 days ago - Pushed at: over 3 years ago - Stars: 2,245 - Forks: 537

indu-explores-data/Automated-Resume-Data-Extraction

Automated resume information extraction using NLP. The project extracts Name, Email, and Phone from TXT, DOCX, and PDF files using spaCy and regex. It converts unstructured data into structured formats, improving recruitment efficiency and enabling scalable candidate profiling.

Language: Jupyter Notebook - Size: 71.3 KB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

JayYip/m3tl

BERT for Multitask Learning

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 548 - Forks: 125

apache/ctakes

Apache cTAKES is a Natural Language Processing (NLP) platform for clinical text.

Language: Java - Size: 128 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 106 - Forks: 21

Determined22/zh-NER-TF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

Language: Python - Size: 107 MB - Last synced at: 23 days ago - Pushed at: over 3 years ago - Stars: 2,340 - Forks: 934

CogComp/cogcomp-nlp

CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.

Language: Java - Size: 85.5 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 479 - Forks: 144

hankcs/pyhanlp

中文分词

Language: Python - Size: 280 KB - Last synced at: 17 days ago - Pushed at: 10 months ago - Stars: 3,200 - Forks: 803

Georgetown-IR-Lab/QuickUMLS

System for Medical Concept Extraction and Linking

Language: Python - Size: 89.8 KB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 418 - Forks: 99

poteminr/instruct-ner

Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)

Language: Python - Size: 297 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 86 - Forks: 9

explosion/spacy-streamlit

👑 spaCy building blocks and visualizers for Streamlit apps

Language: Python - Size: 61.5 KB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 845 - Forks: 119

zjunlp/Generative_KG_Construction_Papers

[EMNLP 2022] Generative Knowledge Graph Construction: A Review

Size: 15.8 MB - Last synced at: about 21 hours ago - Pushed at: over 2 years ago - Stars: 112 - Forks: 7

rodrigopivi/Chatito

🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

Language: TypeScript - Size: 6.42 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 884 - Forks: 153

mddunlap924/PII-Detection

Personal Identifiable Information (PII) entity detection and performance enhancement with synthetic data generation

Language: Python - Size: 548 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 31 - Forks: 4

AdirthaBorgohain/NER-RE

A Named Entity Recognition + Entity Linker + Relation Extraction Pipeline built using spacy v3. Given a text, the pipeline will extract entities from the text as trained and will disambiguate the entities to its normalized form through an Entity Linker connected to a Knowledge Base and will assign a relation between the entities, if any.

Language: Python - Size: 15.1 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 9

LingAdeu/ner-with-representation-language-model

This project documents an ML experiment with multilingual and crosslanguage models, namely M-BERT and XLM-R, for bilingual named entity recognition.

Language: JavaScript - Size: 447 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

fbkaragoz/ottoman-ner

Ottoman Language Name Entity Recognition toolkit

Language: Python - Size: 6.97 MB - Last synced at: 27 days ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

raynardj/langhuan

Light weight labeling engine

Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: 20 days ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 0

rmusser01/BloodHound-Investigator

Tool to help researchers and journalists better understand large datasets

Language: Python - Size: 116 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1

LanguageMachines/frog

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.

Language: C++ - Size: 70.2 MB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 80 - Forks: 11

miftahurrrizki/custom-named-entity-recognition

Custom Named Entity Recognition (NER) with BiLSTM CRF and Spacy

Language: Jupyter Notebook - Size: 284 KB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

sagorbrur/bnlp

BNLP is a natural language processing toolkit for Bengali Language.

Language: Jupyter Notebook - Size: 22.5 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 304 - Forks: 68

fastdatascience/country_named_entity_recognition

Code to find country names

Language: Python - Size: 151 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 2

RozyShindra/Information-Extractor

Java + Spring Boot REST API for Information Extraction integrating Knowledge Graph , Sentiment Detection from documents using Stanford CoreNLP. Supports entity extraction (Person, Location, Organization, etc.) and can be extended for advanced NLP tasks.

Language: Java - Size: 32.2 KB - Last synced at: 25 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

antdragiotis/Personalize-emails-LangChain-

The project leverages OpenAI and LangChain to extract structured data from unstructured text and cluster customers into segments, enabling the creation of personalized email campaigns.

Language: Jupyter Notebook - Size: 971 KB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

meefs/entseeker

entseeker is a command-line tool for Named Entity Recognition (NER) and web entity searches in text files. It uses spaCy's NLP capabilities for standard named entities and custom rules for web-related entities.

Language: Python - Size: 12.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

StarlangSoftware/TurkishNamedEntityRecognition-CPP

NER Corpus Processing Library

Language: C++ - Size: 13 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

shitohana/Alembic

Alembic is a comprehensive platform for fetching and analyzing biological and biomedical metadata. It provides a unified interface to access NCBI databases and extract named entities from biomedical text.

Language: Python - Size: 188 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

Abhay-Rudatala/Resume-Analyzer

Intelligent Resume Analysis System using Machine Learning and NLP. Features TF-IDF + Naive Bayes/SVM classification (90-95% accuracy), SpaCy NER for information extraction, and interactive Streamlit web app with custom UI. Built with Python, Scikit-learn, and deployed on Streamlit Cloud.

Language: Python - Size: 107 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

felixfaruix/multi-task-nlp-evaluation

This project evaluates different NLP approaches (rule-based, unsupervised, and supervised machine learning) across three core text mining tasks: sentiment analysis using VADER and SVM, topic classification using LDA, and named entity recognition using BERT and spaCy.

Language: Jupyter Notebook - Size: 1.55 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

RKirlew/Custom-Resume-NER-Model-Development-with-spaCy

I developed a custom Named Entity Recognition (NER) model using spaCy. The process involved manually annotating data, training the model, and evaluating its performance on unseen text. This project provided hands-on experience in working with NLP models, data annotation, and model training pipelines.

Language: Jupyter Notebook - Size: 61.5 KB - Last synced at: 21 days ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

microsoft/vert-papers

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

Language: Python - Size: 22 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 279 - Forks: 95

dice-group/gerbil

GERBIL - General Entity annotatoR Benchmark

Language: Java - Size: 120 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 230 - Forks: 57

arjuntanil/NLP-CADL-Activities

CADL Activites of NLP (PMC2421A).

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

Language: Python - Size: 31.4 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 6,934 - Forks: 1,165

monarch-initiative/ontogpt

LLM-based ontological extraction tools, including SPIRES

Language: Jupyter Notebook - Size: 80.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 738 - Forks: 100

ckiplab/ckip-transformers

CKIP Transformers

Language: Python - Size: 232 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 750 - Forks: 79

Az-r-ow/TravelNER Fork of lucas066001/TravelOrderResolver

Travel Named Entity Recognition using probabilistic model vs Deep Learning and Transformers

Language: Jupyter Notebook - Size: 6.07 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

DerwenAI/strwythura

Construct knowledge graphs from unstructured data sources, use graph algorithms for enhanced GraphRAG with a DSPy-based chat bot locally, and curate semantics for optimizing AI app outcomes within a specific domain.

Language: Jupyter Notebook - Size: 3.74 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 174 - Forks: 21

0xferit/ITU-Turkish-NLP-Pipeline-Caller 📦

A Python3 wrapper tool to help using ITU Turkish NLP Pipeline API -- UNMAINTAINED --

Language: Python - Size: 131 KB - Last synced at: 8 days ago - Pushed at: over 7 years ago - Stars: 45 - Forks: 9