Projects in Awesome Lists tagged with relation-classification
A curated list of projects in awesome lists tagged with relation-classification .
https://github.com/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
bidirectional-lstm deep-learning dependency-tree entities lca lstm lstm-networks lstm-tree neural-network relation-classification relation-extraction semeval tensorflow tree tree-structure word-embedding
Last synced: 14 Aug 2025
https://github.com/lonepatient/torchblocks
A PyTorch-based toolkit for natural language processing
advertising bert multilabel-classification named-entity-recognition nlp pytorch relation-classification siamese-network text-classification text-similarity transformers triplet-loss
Last synced: 07 Apr 2025
https://github.com/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).
chatgpt error-types evaluation evaluation-criteria event-detection event-extraction information-extraction named-entity-recognition performance relation-classification relation-extraction robustness sentiment-analysis
Last synced: 30 Apr 2025
https://github.com/lemonhu/re-cnn-pytorch
PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.
cnn convolutional-neural-networks information-extraction multi-size-kernel paper-implementations pytorch relation-classification relation-extraction
Last synced: 19 Apr 2025
https://github.com/naivehobo/hobonet
Convolution Neural Network for classification of semantic relations in a sentence
embeddings-word2vec natural-language-processing natural-language-understanding relation-classification semeval semeval-2018 semeval2014 sentence-classification word2vec
Last synced: 05 May 2025
https://github.com/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
nlp relation-classification semantic-role-labeling
Last synced: 13 Apr 2025
https://github.com/lemonhu/re-bert-ke
Impoving Relation Extraction by Knowledge embedding Learning
google-bert knowledge-embedding pytorch relation-classification relation-extraction transformer
Last synced: 11 Apr 2026