bond005 / deep_nerLinks
Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier
☆80Updated 2 years ago
Alternatives and similar repositories for deep_ner
Users that are interested in deep_ner are comparing it to the libraries listed below
Sorting:
- Code for unsupervised aspect extraction, using Keras and its Backends☆91Updated 2 years ago
- Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation☆99Updated 9 months ago
- NER, syntax markup visualizations☆139Updated 2 years ago
- Applying BERT to named entity recognition in English and Russian.☆162Updated 2 years ago
- Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.☆201Updated last year
- Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers☆160Updated 4 years ago
- Semantic search using Transformers and others☆110Updated 5 years ago
- architectures and pre-trained models for long document classification.☆155Updated 4 years ago
- AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)☆137Updated 2 years ago
- Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)☆160Updated 5 years ago
- Character-based word embeddings model based on RNN for handling real world texts☆174Updated last year
- code and supplementary materials for a series of Medium articles about the BERT model☆77Updated 2 years ago
- This repository contains various ways to calculate sentence vector similarity using NLP models☆197Updated 5 years ago
- In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.☆71Updated 2 years ago
- Simple library to work with pre-trained ELMo models in TensorFlow☆52Updated 2 years ago
- Interface for easier topic modelling.☆142Updated last year
- ☆66Updated 5 years ago
- PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'☆66Updated 3 years ago
- Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuni…☆78Updated 3 years ago
- Many Natural Language Processing tasks rely on sentence boundary detection (SBD). Although amazing libraries like spacy provide state of …☆61Updated 5 years ago
- Preprocessing Library for Natural Language Processing☆166Updated 2 years ago
- Models for automatic abstractive summarization☆172Updated 3 years ago
- Let's put all materials into this repository☆49Updated 5 years ago
- Minimal Interactive Attention Visualization☆140Updated 5 years ago
- ☆73Updated 7 years ago
- Question Answering using Albert and Electra☆208Updated 2 years ago
- Examples for aligning, padding and batching sequence labeling data (NER) for use with pre-trained transformer models☆65Updated 2 years ago
- Exploring the simple sentence similarity measurements using word embeddings☆99Updated last year
- An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the t…☆221Updated last year
- NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT☆234Updated 2 years ago