45 skills found · Page 1 of 2
liqian-bio / Text Classification Surveys文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
coetaur0 / ESIMImplementation of the ESIM model for natural language inference with PyTorch
alibaba-edu / Simple Effective Text MatchingSource code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".
alibaba-edu / Simple Effective Text Matching PytorchA pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".
Smerity / Keras SnliSimple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks
tlatkowski / Multihead Siamese NetsImplementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
shyamupa / Snli Entailmentattention model for entailment on SNLI corpus implemented in Tensorflow and Keras
OanaMariaCamburu / E SNLINo description available
necla-ml / SNLI VEDataset and starting code for visual entailment dataset
galsang / BIMPM PytorchRe-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.
libowen2121 / SNLI Decomposable AttentionDecomposable Attention Model for Sentence Pair Classification (Pytorch Version) from paper 'A Decomposable Attention Model for Natural Language Inference' https://arxiv.org/abs/1606.01933
vanzytay / EMNLP2018 NLIRepository for NLI models (EMNLP 2018)
utahnlp / Layer AugmentationImplementation of the NLI model in our ACL 2019 paper: Augmenting Neural Networks with First-order Logic.
galsang / BiBloSA PytorchRe-implementation of Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling (T. Shen et al., ICLR 2018) on Pytorch.
imran3180 / Pytorch Nlipytorch implementation of various models for snli and mnli task
asahidari / Differential Growth Snlite B3dDifferential Growth simulation with Sverchok SNLite node in Blender.
junfenglx / Reasoning AttentionUnofficial implementation algorithms of attention models on SNLI dataset
codedecde / Recognizing Textual EntailmentA pyTorch implementation of models used for Recognizing Textual Entailment using the SNLI corpus
simonnickel / SNLInteractionTableViewTableViewController, TableView and TableViewCell for more interaction: swipe, selection, reorder.
utahnlp / ConsistencyImplementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models
