Cheneng / TextCNNLinks
Convolutional Neural Networks for Sentence Classification in PyTorch
☆111Updated 7 years ago
Alternatives and similar repositories for TextCNN
Users that are interested in TextCNN are comparing it to the libraries listed below
Sorting:
- torchtext使用总结,从零开始逐步实现了torchtext文本预处理过程,包括截断补长,词表构建,使用预训练词向量,构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.☆176Updated 6 years ago
- This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.☆120Updated 6 years ago
- Implementation of the ESIM model for natural language inference with PyTorch☆369Updated 4 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆293Updated 4 years ago
- BERT distillation(基于BERT的蒸馏实验 )☆314Updated 5 years ago
- Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism☆202Updated 6 years ago
- transform multi-label classification as sentence pair task, with more training data and information☆178Updated 5 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆102Updated 4 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆138Updated last year
- 从头训练MASK BERT☆138Updated 2 years ago
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆236Updated 4 years ago
- Data Augmentation for NLP. NLP数据增强☆296Updated 4 years ago
- Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"☆273Updated 5 years ago
- bert annotation, input and output for people from scratch, 代码注释, 有每一步的输入和输出, 适合初学者☆93Updated 2 years ago
- An attempt at replicating the Induction Network for FewRel data in Tensorflow☆178Updated 5 years ago
- 对ACL2020 FastBERT论文的复现,论文地址//arxiv.org/pdf/2004.02178.pdf☆194Updated 3 years ago
- A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL//pytor…☆204Updated 4 years ago
- This repo contains a PyTorch implementation of a pretrained BERT model for text classification.☆105Updated 6 years ago
- Pytorch Bert Finetune in Chinese Text Classification☆221Updated last year
- Using pre-trained BERT models for Chinese and English NER with 🤗Transformers☆137Updated 4 years ago
- transformer crf 命名实体识别☆107Updated 6 years ago
- ☆134Updated 2 years ago
- A Neural Multi-digraph Model for Chinese NER with Gazetteers☆86Updated last year
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- PyTorch implement of BiLSTM-CRF for Chinese NER☆60Updated 6 years ago
- The source code of 《 FGN:Fusion Glyph Network for Chinese Named Entity Recognition 》. SOTA Chinese NER method fusing both glyph represne…☆50Updated 5 years ago
- ☆86Updated 5 years ago
- NLP☆134Updated last year
- Chinese NER using Lattice LSTM. Reproduction for ACL 2018 paper.☆130Updated 5 years ago
- Use deep models including BiLSTM, ABCNN, ESIM, RE2, BERT, etc. and evaluate on 5 Chinese NLP datasets: LCQMC, BQ Corpus, ChineseSTS, OCN…☆77Updated 3 years ago