LD-Net
Named Entity Recognition Tool
A system for efficiently training and deploying neural networks for named entity recognition tasks with context-dependent representations.
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
146 stars
10 watching
13 forks
Language: Python
last commit: over 4 years ago contextualized-representationlanguage-modelmodel-compressionnamed-entity-recognitionnerpytorchsequence-labeling
Related projects:
| Repository | Description | Stars |
|---|---|---|
 lemonhu/ner-bert-pytorch | A PyTorch implementation of named entity recognition using the Google AI's pre-trained BERT model for Chinese text data. | 438 |
 franck-dernoncourt/neuroner | Named-entity recognition using neural networks. | 1,698 |
 guillaumegenthial/sequence_tagging | Named Entity Recognition model using LSTM and CRF with character embeddings | 1,946 |
| liyuanlucasliu/lm-lstm-crf | A PyTorch-based tool for sequence labeling using a combination of CRF and LSTM models to capture label dependencies and leverage contextualized representations. | 846 |
 hernanmd/stner | An interface to the Stanford Named Entity Recognizer from Pharo Smalltalk | 0 |
 kamalkraj/bert-ner | An implementation of named entity recognition using Google's BERT model for the CoNLL-2003 dataset and Python. | 1,211 |
 artificiai/multilingual-latent-dirichlet-allocation-lda | An LDA-based text clustering pipeline for multiple languages | 82 |
 l0sg/relational-rnn-pytorch | An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling | 244 |
 namisan/mt-dnn | A PyTorch package implementing multi-task deep neural networks for natural language understanding | 2,238 |
 cogcomp/talen | A tool for annotating named entities in low-resource languages using web-based annotation interface. | 112 |
 e-lab/enet-training | Provides tools and models for training deep neural networks for real-time semantic segmentation and scene parsing | 351 |
 scicloj/scicloj.ml.crf | A plugin for scicloj.ml providing Named Entity Recognition (NER) functionality using Stanford's CRF-NER model. | 0 |
 mikeylong/ruby-ner | A Ruby implementation of named entity recognition using Stanford NER | 19 |
 ibm/max-named-entity-tagger | This project builds and deploys a named entity recognition model to annotate text with tags representing entity types. | 25 |
 wannaphong/thai-ner | A Named Entity Recognition tool for the Thai language. | 53 |