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relation-classification

Here are 23 public repositories matching this topic...

roomylee / awesome-relation-extraction

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📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

nlp naacl machine-learning natural-language-processing awesome deep-learning paper acl trends emnlp aaai nips new-york-times relation-extraction distant-supervision relation-classification semeval-2010 state-of-the-art

Updated Oct 16, 2019

lawlietAi / pytorch-acnn-model

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code of Relation Classification via Multi-Level Attention CNNs

nlp pytorch relation-extraction attention-model relation-classification acnn

Updated Dec 25, 2019
Python

Relation-Classification-using-Bidirectional-LSTM-Tree

Sshanu / Relation-Classification-using-Bidirectional-LSTM-Tree

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TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

tree deep-learning neural-network tensorflow entities lstm tree-structure dependency-tree semeval lca relation-extraction bidirectional-lstm word-embedding lstm-networks relation-classification lstm-tree

Updated Apr 15, 2019
Jupyter Notebook

xuyanfu / TensorFlow_RLRE

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Open

关系训练rl模型

2

whu20122015 commented Oct 21, 2018

您好我在运行rlmodel.py的时候，一直选择的都是整个训练集的所有句子，并没有进行句子筛选，请问是怎么回事呢？
chosen sentence size: 235962
total_reward: -1.0407107
best_reward -1.0406367
chosen sentence size: 235962
total_reward: -1.0407107
best_reward -1.0406367
chosen sentence size: 235962
total_reward: -1.0407109
best_reward -1.0406367
chosen sentence size: 235962
total_reward: -1.040711
best_reward -1.0406367
chosen sentence size:

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roomylee / rcnn-relation-extraction

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Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

tensorflow recurrent-neural-networks convolutional-neural-networks rcnn relation-extraction relation-classification semeval-2010

Updated May 16, 2018
Python

R-BERT

monologg / R-BERT

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Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

pytorch bert relation relation-extraction relation-classification bert-relation-extraction relation-bert

Updated Apr 3, 2020
Python

ZhixiuYe / MLMAN

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ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification

nlp pytorch sentence-match relation-classification few-shot-learning

Updated Aug 5, 2019
Python

lemonhu / RE-CNN-pytorch

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PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.

cnn pytorch information-extraction convolutional-neural-networks relation-extraction paper-implementations relation-classification multi-size-kernel

Updated Mar 14, 2019
Python

sahitya0000 / Relation-Classification

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Relation Classification - SEMEVAL 2010 task 8 dataset

python machine-learning natural-language-processing text-classification keras ipython-notebook cnn gru classification semeval relation-extraction relation-classification semeval-2010

Updated Apr 30, 2019
Jupyter Notebook

naiveHobo / HoboNet

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Convolution Neural Network for classification of semantic relations in a sentence

natural-language-processing word2vec sentence-classification semeval natural-language-understanding relation-classification embeddings-word2vec semeval-2018 semeval2014

Updated Aug 24, 2017
Python

mickeystroller / R-BERT

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Pytorch re-implementation of R-BERT model

pytorch relation-extraction relation-classification semeval-2010 bert-model tacred

Updated Apr 20, 2020
Python

catcd / MASS

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Large-scale Exploration of Neural Relation Classification Architectures

ddi recurrent-neural-networks convolutional-neural-networks cdr convolutional-neural-network biomedical relation-extraction cdr-tracks relation-classification long-short-term-memory semeval-2010 biocreative-v bb3 phenebank scienceie chemical-induced-disease

Updated Nov 15, 2018
Python

catcd / RbSP

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A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction

tensorflow cnn lstm sdp attention dependency-tree attention-mechanism relation-extraction relation-classification kernel-filters shortest-dependency-path dependency-path

Updated Aug 13, 2019
Python

FireBrother / Unified-Architecture-for-Semantic-Role-Labeling-and-Relation-Classification

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An implementation of the paper A Unified Architecture for Semantic Role Labeling and Relation Classification

nlp semantic-role-labeling relation-classification

Updated Dec 21, 2017
Python

HongLin1997 / OpenKG-for-Game-of-Thrones

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A python project for creating an openKG for Game of Thrones.

python game-of-thrones named-entity-recognition relation-extraction relation-classification openkg

Updated Jan 20, 2020
HTML

ChristophAlt / fewrel

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Few-Shot Relation Extraction with AllenNLP

dataset relation-extraction relation-classification allennlp few-shot-learning shot-relation-extraction shot-classification fewrel

Updated Jan 27, 2019
Python

HongLin1997 / ace05-data-prep

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ACE 2005 Corpus Preprocessing (tips for how to run mgormley/ace-data-prep)

java maven makefile stanford-corenlp data-processing relation-extraction relation-classification maven-pom ace2005

Updated Jan 2, 2020
Makefile

lemonhu / RE-BERT-KE

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Impoving Relation Extraction by Knowledge embedding Learning

pytorch transformer relation-extraction relation-classification knowledge-embedding google-bert

Updated Jul 9, 2019

LokiMask / crnn_relation_classicification

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relation-classification

Updated Sep 13, 2018
Python

Trisha11r / Relation_Classification_NLP

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Given 10 predefined relations like cause-effect, product-producer, etc., the goal was to define the relation and the direction of the relation between 2 entities in a sentence.

nlp nlp-dependency-parsing nlp-machine-learning cnn-keras cnn-model relation-classification bi-gru cnn-model-tunning

Updated Jun 16, 2020
Python

shanujshekhar / Relation_Classification_in_NLP

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Given 10 predefined relations like cause-effect, product-producer, etc, the goal was to define the relation and the direction of the relation b/w 2 entities in a sentence.

dependency-parser nlp-machine-learning rnn-model bidirectional-rnn relation-classification

Updated Jun 16, 2020
Python

lightningbaby / fwt

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Few-shot Learning Relation Classification

dataset meta-learning relation-classification few-shot-learning

Updated May 23, 2020
Python

adrianyoung / Relation-Classification

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Part of the models for relation classification via CNN BiGRU Capsule

relation-classification

Updated Sep 4, 2019
Python

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