FernandoLpz / Text-Classification-CNN-PyTorchLinks
The aim of this repository is to show a baseline model for text classification through convolutional neural networks in the PyTorch framework. The architecture implemented in this model was inspired by the one proposed in the paper: Convolutional Neural Networks for Sentence Classification.
☆48Updated 3 years ago
Alternatives and similar repositories for Text-Classification-CNN-PyTorch
Users that are interested in Text-Classification-CNN-PyTorch are comparing it to the libraries listed below
Sorting:
- A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including arch…☆53Updated 3 years ago
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆71Updated 5 years ago
- Document Classification on COVID-19 Literature using the LitCovid collection and the Hedwig library.☆16Updated 8 months ago
- ☆45Updated 2 years ago
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆82Updated 2 years ago
- Library of state-of-the-art models (PyTorch) for NLP tasks☆109Updated 11 months ago
- This repo is to present various code demos on how to use our Graph4NLP library.☆154Updated 3 years ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 5 years ago
- Code for SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics (ACL'2020).☆79Updated 4 years ago
- Implementation of papers for text classification task on SST-1/SST-2☆67Updated 11 months ago
- A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis☆30Updated 2 months ago
- This repository contains the code for the paper "An Unsupervised Approach for Aspect Category Detection Using Soft Cosine Similarity Meas…☆22Updated 6 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆139Updated 4 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆142Updated 2 years ago
- ☆120Updated 5 years ago
- Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)☆159Updated 5 years ago
- https://arxiv.org/pdf/1909.04054☆79Updated 2 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace☆96Updated 3 years ago
- A simple recipe for training and inferencing Transformer architecture for Multi-Task Learning on custom datasets. You can find two approa…☆97Updated 3 years ago
- Detect toxic spans in toxic texts☆69Updated 2 years ago
- Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in …☆123Updated 5 years ago
- Set of notebooks to practice Pytorch from basics to RNN☆26Updated 5 years ago
- A PyTorch implementation of the BI-LSTM-CRF model.☆254Updated 8 months ago
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆128Updated 5 years ago
- The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In or…☆64Updated 2 years ago
- architectures and pre-trained models for long document classification.☆155Updated 4 years ago
- Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from hu…☆43Updated 4 years ago
- This is a simple implementation of how to leverage a Language Model for a prompt-based learning model☆44Updated 3 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆108Updated 11 months ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks☆229Updated 2 years ago