AnasAito / SkillNER
A (smart) rule based NLP module to extract job skills from text
☆183Updated last year
Alternatives and similar repositories for SkillNER:
Users that are interested in SkillNER are comparing it to the libraries listed below
- Code and Dataset for the Bhola et al. (2020) Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classifi…☆53Updated 3 years ago
- SKILLSPAN: Competences as Spans for Skill Extraction from Job Postings☆61Updated 2 months ago
- Nesta's Skills Extractor Library☆133Updated 6 months ago
- Given a job description, the model uses POS and Classifier to determine the skills therein.☆32Updated 4 years ago
- This PyTorch implementation of LayoutLM paper by Microsoft demonstrate the SequenceClassfication task using HuggingFaceTransformers to cl…☆34Updated 2 years ago
- Dataset and pre-trained model for Skill2vec☆82Updated 9 months ago
- Fine-tuning a Hugging Face BERT model for the United Nations Named Entity Recognition task.☆34Updated 3 years ago
- The dataset used to evaluate JobBERT on the task of job title normalization.☆26Updated 2 years ago
- A Corpus of 475,000 Industrial Occupations☆67Updated 4 years ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆262Updated 5 months ago
- ☆39Updated 3 years ago
- A python library for extracting text from PDFs without losing the formatting of the PDF content.☆77Updated 3 years ago
- Custom recipe and utilities for document processing☆199Updated 2 years ago
- Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.☆118Updated last year
- new skills taxonomy using TextKernel data☆32Updated 2 years ago
- This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with enti…☆245Updated last year
- ☆33Updated 5 years ago
- A guide book on data science for busy and equally lazy Data Scientists 😄☆131Updated last week
- `pdfstructure` detects, splits and organizes the documents text content into its natural structure as envisioned by the author.☆103Updated last year
- Explainable Zero-Shot Topic Extraction☆62Updated 8 months ago
- Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality …☆106Updated last year
- Efficiently find the best-suited language model (LM) for your NLP task☆120Updated this week
- A Named Entity Recognition system that extracts soft skills from text☆27Updated 8 months ago
- Mistral + Haystack: build RAG pipelines that rock 🤘☆103Updated last year
- SpanMarker for Named Entity Recognition☆427Updated 3 months ago
- Spacy NER annotator using ipywidgets☆121Updated last year
- Applying BERT for named entity recognition on resumes.☆66Updated last year
- AI models for automatic job application pipeline (user CV, job description analysis (customized NER/SpaCy) and artificial cover letter ge…☆22Updated 3 years ago
- A Python library aimed at dissecting and augmenting NER training data.☆58Updated last year
- Package that returns a company embedding given a company name☆45Updated 4 years ago