Natural language Inference (NLI), text similarity related open source project recommendation (Pytorch implementation)

Source: Internet
Author: User
Tags pytorch

Awesome-repositories-for-nli-and-semantic-similarity
Mainly record Pytorch implementations for NLI and similarity computing

REPOSITORY REFERENCE
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

Natural language Inference (NLI), text similarity related open source project recommendation (Pytorch implementation)

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