anhassan / Quora-Question-Similarity-Using-BERT-Embeddings-with-Siamese-Networks-as-Feature-ExtractorsLinks
Proposed a model architecture which learns to classify duplicate question pairs based on highly contextualized sentence representations. Achieved by using both individual and combined sentence embeddings based on Word2Vec, GloVe and FastText word embeddings with CNN(convolutional neural networks) and DNN(Dense neural network) Siamese networks an…
☆15Updated 2 years ago
Alternatives and similar repositories for Quora-Question-Similarity-Using-BERT-Embeddings-with-Siamese-Networks-as-Feature-Extractors
Users that are interested in Quora-Question-Similarity-Using-BERT-Embeddings-with-Siamese-Networks-as-Feature-Extractors are comparing it to the libraries listed below
Sorting:
- A Pointer Generator with a BERT encoder☆10Updated 6 years ago
- Use the famous language model, xlnet, to do sequence tagging/ sequence labelling/ named entity recognition(NER) / noun extraction;☆18Updated 6 years ago
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging☆103Updated 6 years ago
- [ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.☆63Updated 5 years ago
- seq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer☆51Updated 3 years ago
- ☆39Updated 6 years ago
- Concatenate word and character embeddings in Keras☆45Updated 3 years ago
- Keras Implementation of Aspect based Sentiment Analysis☆152Updated 5 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆158Updated 4 years ago
- Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.☆34Updated 7 years ago
- Transfer Learning for NLP Tasks☆55Updated 6 years ago
- Fine-tune BERT to generate sentence embedding for cosine similarity☆69Updated 6 years ago
- The implementation of the paper "A Multi-task Approach for Named Entity Recognition on Social Media Data," which won the WNUT-2017 Shared…☆67Updated 8 years ago
- Named Entity Recognition on CoNLL dataset using BiLSTM+CRF implemented with Pytorch☆41Updated 6 years ago
- Code for ANA at SemEval-2019 Task 3☆46Updated 5 years ago
- This is a drop-in Keras layer for ELMo embeddings.☆47Updated 6 years ago
- BiLSTM+CRF☆10Updated 6 years ago
- This repository contains the implementation of paper "Hierarchical Attentional Hybrid Neural Networks for Document Classification"☆59Updated 4 years ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 5 years ago
- Deep learning LSTM + BERT based approach for labelling a corpus with keywords, then training a model to extract keywords.☆26Updated 2 years ago
- Testing the performance of CNN and BERT embeddings on GLUE tasks☆15Updated 2 years ago
- IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018☆48Updated 6 years ago
- ☆12Updated 4 years ago
- Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2☆64Updated 2 years ago
- A bidirectional LSTM with attention for multiclass/multilabel text classification.☆173Updated last year
- This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.☆48Updated 6 years ago
- A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"☆100Updated 5 years ago
- Position embedding layers in Keras☆58Updated 3 years ago
- Aspect-Based Sentiment Analysis☆36Updated 2 years ago
- My 1st place solution at WSDM 2019 cup for fake news classification☆44Updated 5 years ago