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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

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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

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

SpringerNLP / Chapter6

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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

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

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A standalone deep neural network-based NER system.

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

Updated Oct 31, 2017
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

BHK4321 / character-predictor

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masked character prediction

mlp object-oriented-programming decoders encoders character-embeddings curriculum-learning context-embeddings multiple-instance-learning checkpointing natural-language-procressing bilstm-cnn

Updated Apr 13, 2026
Python

keerthanmahesh / Code-Mixed-Sarcasm-Detection

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A deep learning model for sarcasm detection in Hindi-English code-mixed tweets.

nlp machine-learning natural-language-processing deep-neural-networks deep-learning word-embeddings pos-tagging character-embeddings

Updated Mar 25, 2023
Jupyter Notebook

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

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++

Raj123majumder / NER_project

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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