Data

Tools

Indexes

Applications

Experiments

Repos

An open API service providing repository metadata for many open source software ecosystems.

Topic: "relation-classification"

roomylee/awesome-relation-extraction

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

Size: 89.8 KB - Last synced at: 11 days ago - Pushed at: about 3 years ago - Stars: 1,198 - Forks: 136

monologg/R-BERT

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

Language: Python - Size: 803 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 321 - Forks: 72

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

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

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: 19 days ago - Pushed at: about 6 years ago - Stars: 188 - Forks: 41

dgai91/pytorch-acnn-model

code of Relation Classification via Multi-Level Attention CNNs

Language: Python - Size: 981 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 176 - Forks: 29

lonePatient/TorchBlocks

A PyTorch-based toolkit for natural language processing

Language: Python - Size: 481 KB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 155 - Forks: 26

xuyanfu/TensorFlow_RLRE

Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)

Language: Python - Size: 131 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 154 - Forks: 48

pkuserc/ChatGPT_for_IE

Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

Language: Python - Size: 5.78 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 136 - Forks: 7

FreedomIntelligence/Evaluation-of-ChatGPT-on-Information-Extraction

An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).

Language: Python - Size: 761 KB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 132 - Forks: 11

ArneBinder/pytorch-ie

PyTorch-IE: State-of-the-art Information Extraction in PyTorch

Language: Python - Size: 2.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 77 - Forks: 7

roomylee/rcnn-relation-extraction

Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

Language: Python - Size: 1.73 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 64 - Forks: 7

mickeysjm/R-BERT

Pytorch re-implementation of R-BERT model

Language: Python - Size: 590 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 60 - Forks: 15

ZhixiuYe/MLMAN

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

Language: Python - Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 60 - Forks: 19

lemonhu/RE-CNN-pytorch

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

Language: Python - Size: 8.9 MB - Last synced at: 2 days ago - Pushed at: about 6 years ago - Stars: 44 - Forks: 9

DongPoLI/EC-BERT

Relation Classificaton based on information enhanced BERT

Language: Python - Size: 2.49 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 5

nicolay-r/awesome-sentiment-attitude-extraction

A curated list of awesome sentiment analysis studies, in which attitude corresponds to the text position conveyed by Subject towards other Object mentioned in text such as: entities, events, etc.

Size: 1.46 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 19 - Forks: 1

naiveHobo/HoboNet

Convolution Neural Network for classification of semantic relations in a sentence

Language: Python - Size: 50.1 MB - Last synced at: 22 days ago - Pushed at: over 7 years ago - Stars: 17 - Forks: 6

DongPoLI/Mul-BERT

mul-BERT, the official score on the SemEval 2010 Task 8 dataset is up to 90.72 (Macro-F1).

Language: Python - Size: 1.99 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 3

catcd/MASS

Large-scale Exploration of Neural Relation Classification Architectures

Language: Python - Size: 2.12 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 1

ChristophAlt/fewrel

Few-Shot Relation Extraction with AllenNLP

Language: Python - Size: 40 KB - Last synced at: 10 months ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 1

catcd/RbSP

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

Language: Python - Size: 981 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 0

Heidelberg-NLP/CO-NNECT Fork of maria-becker/CO-NNECT

This repository contains our path generation framework Co-NNECT, in which we combine two models for establishing knowledge relations and paths between concepts from sentences, as a form of explicitation of implicit knowledge: COREC-LM (COmmonsense knowledge RElation Classification using Language Models), a relation classification system that we developed for classifying commonsense knowledge relations; and COMET, a target prediction system developed by Bosselut et al., 2019.

Language: Python - Size: 2.32 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 1

luoyuanlab/seg_gcn

Segment graph convolutional neural network for relation classification. Paper in JAMIA.

Language: Python - Size: 527 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 5

DFKI-NLP/MultiTACRED

[ACL23] This repository contains the code for our paper "MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset"

Language: Python - Size: 108 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 0

SisonkeBiotik-Africa/MeSH2Matrix

A set of Python codes for the classification of biomedical relations based on the MeSH keywords of PubMed scholarly publications

Language: Jupyter Notebook - Size: 4.86 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 6 - Forks: 0

Molin-L/RLRC

Reinforcement Learning for Relation Classification from Noisy Data. Pytorch Implement

Language: Jupyter Notebook - Size: 305 MB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

TobiasLee/DeftEval2020

DeftEval 2020: Definition extraction Challenge

Language: Python - Size: 7.86 MB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 1

luoyuanlab/seg_cnn

Segment CNN for relation classification. Paper in JAMIA.

Language: Python - Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 2

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

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

Language: Python - Size: 7.03 MB - Last synced at: 9 days ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 4

snowood1/Zero-Shot-PLOVER

Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification (ACL 2024)

Language: Jupyter Notebook - Size: 4.97 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

igorvlnascimento/DeepREF

Framework to train RE models

Language: Python - Size: 92.3 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

Asfalas/relation_classification

Relation Extraction: BERT vs BiLSTM

Language: Python - Size: 1.14 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

pnborchert/CORE

CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023.

Language: Python - Size: 625 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

kracr/Temporal-Causal-Relation-Classification

The aim of the project is to perform joint classification of temporal and causal relations between two events that appear in text. We built an LSTM model that makes use of the POS tags and dependency structures in the text to classify temporal and causal relations.

Language: Jupyter Notebook - Size: 71.4 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

maria-becker/CO-NNECT

This repository contains our path generation framework Co-NNECT, in which we combine two models for establishing knowledge relations and paths between concepts from sentences, as a form of explicitation of implicit knowledge: COREC-LM (COmmonsense knowledge RElation Classification using Language Models), a relation classification system that we developed for classifying commonsense knowledge relations; and COMET, a target prediction system developed by Bosselut et al., 2019.

Language: Python - Size: 2.31 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 3

lemonhu/RE-BERT-KE

Impoving Relation Extraction by Knowledge embedding Learning

Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

nikoslefkos/semcom-framework

A repository for my Diploma Thesis; "Semantic communications framework with Transformer based models"

Language: Python - Size: 3.75 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Leen-Alzebdeh/NLP-Relation-Extraction-Classification

We classify the relation between head and tail entity using a Naive Bayes model based on bag-of-words (BoW) features.

Language: Python - Size: 521 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mohammadoumar/link_identification

Implementation of the link identification task in BERT.

Language: Jupyter Notebook - Size: 31.3 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mohammadoumar/bert_cascade

Implemantation of a BERT cascade model

Language: Jupyter Notebook - Size: 7.25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rafalposwiata/structured-sentiment-analysis

This repository contains the code of my solution for the SemEval-2022 Shared Task 10: Structured Sentiment Analysis.

Size: 79.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

sa5r/SOTA-Multi-Relation-Classification

My state-of-the-art results on the relation classification task

Size: 29.3 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

manasjain26/R_BERT-on-custom-dataset

The codebase of my R&D project (Spring 2021) under the supervision of Prof Soumen Chakrabarty at IIT Bombay

Language: Jupyter Notebook - Size: 951 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Trisha11r/Relation_Classification_NLP

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.

Language: Python - Size: 881 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

shanujshekhar/Relation_Classification_in_NLP

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.

Language: Python - Size: 308 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

lightningtyb/fwt

Few-shot Learning Relation Classification

Language: Python - Size: 91.9 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

Related Topics
relation-extraction 22 nlp 14 pytorch 10 deep-learning 7 bert 5 natural-language-processing 5 information-extraction 5 named-entity-recognition 5 machine-learning 5 bert-model 4 semeval-2010 4 convolutional-neural-networks 4 chatgpt 4 tensorflow 3 few-shot-learning 3 sentiment-analysis 3 transformers 3 r-bert 3 state-of-the-art 2 naacl 2 semeval 2 commonsense-knowledge 2 emnlp 2 conceptnet 2 knowledge-paths 2 language-model 2 path-generation 2 target-prediction 2 performance 2 trends 2 event-extraction 2 bert-embeddings 2 event-detection 2 lstm 2 link-prediction 2 text-classification 2 dependency-tree 2 cnn 2 awesome 2 nips 2 aaai 2 evaluation 2 bert-relation-extraction 2 nlp-machine-learning 2 recurrent-neural-networks 2 transformer 2 dataset 2 multilabel-classification 1 multi-size-kernel 1 siamese-network 1 text-similarity 1 triplet-loss 1 attention 1 knowledge-embedding 1 attention-mechanism 1 google-bert 1 dependency-path 1 zero-shot 1 tree-structure 1 paper-implementations 1 error-types 1 evaluation-criteria 1 advertising 1 robustness 1 semantic-role-labeling 1 awesome-list 1 low-resource-nlp 1 paper 1 sentiment-attitude-extraction 1 stance-detection 1 datasets 1 new-york-times 1 pytorch-lightning 1 tree 1 word-embedding 1 embeddings-word2vec 1 natural-language-understanding 1 semeval-2018 1 semeval2014 1 sentence-classification 1 word2vec 1 neural-network 1 lstm-tree 1 lstm-networks 1 lca 1 entities 1 bidirectional-lstm 1 transformer-models 1 text-generation 1 t5-model 1 multilingual 1 semantic-communication 1 llm 1 fine-tuning 1 shortest-dependency-path 1 sdp 1 event-coding 1 natural-language-inference 1 kernel-filters 1 political-science 1