character-embeddings

Here are 20 public repositories matching this topic...

guillaumegenthial / tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

tensorflow named-entity-recognition glove ner tf-data exponential-moving-average character-embeddings bi-lstm-crf conll-2003 state-of-the-art lstm-crf tf-estimator

Updated Dec 18, 2018
Python

AlexYangLi / ccks2019_el

Star

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

knowledge-graph knowledge-base entity-linking character-embeddings entity-recognition entity-disambiguation ccks bert-ner bert-wwm bilstm-cnn

Updated Mar 24, 2023
Python

kamalkraj / Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

Star

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

tensorflow word-embeddings keras cnn named-entity-recognition python36 character-embeddings glove-embeddings conll-2003 bilstm

Updated Apr 21, 2020
Python

yxtay / char-rnn-text-generation

Star

Character Embeddings Recurrent Neural Network Text Generation Models

deep-learning neural-network mxnet chainer tensorflow keras text-generation pytorch character-embeddings long-short-term-memory recurrent-neural-network

Updated May 17, 2019
Python

hajarmerbouh / Cybersecurity-Knowledge-graph

Star

The repository consists of : Construction of the corpus, Named Entity Recognition , Relationship Extraction , Construction of knowledge graph using py2neo , Analysis on the constructed KG with cypher commands

nlp deep-learning word-embeddings cnn knowledge-graph named-entity-recognition bert relation-extraction cypher-query-language character-embeddings bilstm-crf

Updated Dec 5, 2022
Jupyter Notebook

kensk8er / langdist

Star

Multilingual Language Modeling Toolkit

multilingual python nlp data-science machine-learning natural-language-processing deep-learning neural-network tensorflow recurrent-neural-networks lstm natural-language-generation language-model character-embeddings

Updated May 25, 2017
Python

SpringerNLP / Chapter6

Star

Chapter 6: Convolutional Neural Networks

nlp deep-learning sentiment-analysis text-classification word-embeddings keras cnn lstm convolutional-neural-networks kernels tweet-classifier character-embeddings cnn-lstm dynamic-cnn ac-blstm dilated-convolution

Updated Jul 23, 2019
Jupyter Notebook

lbasek / named-entity-recognition

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Named Entity Recognition - Python - Keras

natural-language-processing neural-network word-embeddings keras named-entity-recognition glove character-embeddings long-short-term-memory gated-recurrent-unit

Updated Nov 16, 2018
Python

tomassykora / bidaf-question-answering

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Bi-Directional Attention Flow (BiDAF) question answering model enhanced by multi-layer convolutional neural network character embeddings.

pytorch transformer batch-normalization question-answering convolutional-neural-networks bidaf character-embeddings

Updated Jan 28, 2020
Python

tttr222 / autumn_ner

Star

A standalone deep neural network-based NER system.

deep-neural-networks cnn lstm named-entity-recognition deeplearning character-embeddings

Updated Oct 31, 2017
Python

NIR3X / StringSimilarity.cpp

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StringSimilarity.cpp - C++ Classes for Calculating String Similarity Using Character Embeddings

c-plus-plus algorithm data-structure cpp string-similarity character-embeddings similarity-metrics

Updated Feb 16, 2024
C++

HarmanDotpy / Named-Entity-Recognition-in-Pytorch

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Named Entity Recognition system, entirely in PyTorch based on a BiLSTM architecture. Includes an analysis and comparison of different architectures and embedding schemes. Includes support for Character Embeddings, CRF layer (developed from scratch), Layer Normalization, Glove embeddings

named-entity-recognition character-embeddings glove-embeddings bilstm bilstm-crf-model

Updated May 27, 2021
Python

harshd23 / Paper_Peek

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Paper Peek is a project based on Natural Language Processing which helps the medical professional to read abstracts from the Randomized controlled trials (RCTs) abstracts into sub sections such as Background, Objective etc.

natural-language-processing tensorflow word-embeddings pubmed tokenization natural-language-understanding character-embeddings pubmed-abstracts

Updated Jul 1, 2023
Jupyter Notebook

surafiel-habib / Transformer-Based-Amharic-to-English-Machine-Translation-with-Character-Embedding-and-Combined-Regul

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transformers standards neurons neural-machine-translation attention-mechanism character-embeddings overfitting complexity-theory self-attention low-resource-languages positional-encoding overfitting-reduced regularization-techniques morphologically-complex-languages amharic-english-translation

Updated Dec 25, 2024
Jupyter Notebook

stoufa / Neural-Machine-Translation_Transliteration

Star

An Intelligent Approach for Translation / Transliteration using Neural Networks

nlp translation word-embeddings transliteration pytorch neural-machine-translation fasttext attention-mechanism rnn-encoder-decoder character-embeddings

Updated Dec 24, 2018
Jupyter Notebook

Raj123majumder / NER_project

Star

NER is a subtask of information extraction that seeks to locate and classify named entities mentioned in unstructured text into pre-defined categories such as person names, organizations, locations, medical codes, time expressions, quantities, monetary values, percentages,etc.

machine-learning natural-language-processing tensorflow named-entity-recognition conditional-random-fields lstm-neural-networks character-embeddings sckiit-learn