| baidu/SimNet |
SEVERAL |
| NTSC-Community/awaresome-neural-models-for-semantic-match |
SEVERAL |
lanwuwei/SPM_toolkit:
?①DecAtt
?②ESIM
?③PWIM
?④SSE |
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering |
MatchZoo:
?①DSSM
?②CDSSM
?③ARC-I
?④ARC-II
?⑤MV-LSTM
?⑥DRMM
?⑦K-NRM
?⑧CONV-KNRM
?⑨DRMM-TKS
?⑩BiMPM
?... |
MatchZoo: A Toolkit for Deep Text Matching
... |
| likejazz/Siamese-LSTM |
Siamese Recurrent Architectures for Learning Sentence Similarity |
| dhwajraj/deep-siamese-text-similarity(TF Implement) |
Siamese Recurrent Architectures for Learning Sentence Similarity |
| vishnumani2009/siamese-text-similarity |
①Learning Text Similarity with Siamese Recurrent Networks
②Siamese Recurrent Architectures for Learning Sentence Similarity |
| MaLSTM |
Siamese Recurrent Architectures for Learning Sentence Similarity |
| Enhanced LSTM |
Enhanced LSTM for Natural Language Inference |
| sdnr1/EBIM-NLI :Enhanced BiLSTM Inference Model |
Enhanced LSTM for Natural Language Inference |
| allennlp/esim |
Enhanced LSTM for Natural Language Inference |
| SiameseCNN |
|
| airalcorn2/Deep-Semantic-Similarity-Model |
A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval |
| preke/CNN_based_sentences_similarity |
Detecting Semantically Equivalent Questions in Online User Forums |
| lsrock1/abcnn_pytorch |
Attention-Based Convolutional Neural Network for Modeling Sentence Pairs |
| chiragjn/deep-char-cnn-lstm |
①Siamese Recurrent Architectures for Learning Sentence Similarity (2016)
②Character-Aware Neural Language Models (2015) |
| Max bag-of-embeddings |
|
| easonnie/ResEncoder |
Shortcut-Stacked Sentence Encoders for Multi-Domain Inference |
| simple baselines (SIF/InferSent/GoogleSentenceEncoder) |
SEVERAL |
| universal-sentence-encoder(official) |
Universal Sentence Encoder |
| facebookresearch/InferSent(official) |
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data |