FernandoLpz / Text-Classification-CNN-PyTorch
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
- ☆44Updated last year
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆70Updated 5 years ago
- ☆19Updated 4 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
- Text Level Graph Neural Network for Text Classification☆47Updated 4 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆108Updated 9 months ago
- https://arxiv.org/pdf/1909.04054☆78Updated 2 years ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 5 years ago
- # Topic modeling with BERT, LDA and Clustering. Latent Dirichlet Allocation(LDA) probabilistic topic assignment and pre-trained sentence …☆53Updated 4 years ago
- BERT CRF model for Name Entity Recognition in pytorch☆29Updated last year
- Benchmarking various Deep Learning models such as BERT, ALBERT, BiLSTMs on the task of sentence entailment using two datasets - MultiNLI …☆28Updated 4 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆141Updated 2 years ago
- Load and convert dataset RCV1-v2 to csv file☆31Updated last year
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media☆43Updated 3 years ago
- ☆120Updated 5 years ago
- Detect toxic spans in toxic texts☆68Updated last year
- A text classification example with Bert/ELMo/GloVe in pytorch☆91Updated 4 years ago
- Text Classification using transformer based models☆24Updated 4 years ago
- Library of state-of-the-art models (PyTorch) for NLP tasks☆109Updated 9 months ago
- ☆42Updated 3 years ago
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆134Updated last year
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- celarex / STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-KerasA simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."☆31Updated 2 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
- A simple recipe for training and inferencing Transformer architecture for Multi-Task Learning on custom datasets. You can find two approa…☆96Updated 2 years ago
- ☆33Updated 2 years ago
- OffensEval2020 Shared Task☆17Updated 4 years ago
- This repo is to present various code demos on how to use our Graph4NLP library.☆154Updated 2 years ago