自然语言推断(NLI)、文本相似度相关开源项目推荐(Pytorch 实现)

Awesome-Repositories-for-NLI-and-Semantic-Similarity
mainly record pytorch implementations for NLI and similarity computing

REPOSITORYREFERENCE
baidu/SimNetSEVERAL
NTSC-Community/awaresome-neural-models-for-semantic-matchSEVERAL
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-LSTMSiamese Recurrent Architectures for Learning Sentence Similarity
dhwajraj/deep-siamese-text-similarity(TF Implement)Siamese Recurrent Architectures for Learning Sentence Similarity
vishnumani2009/siamese-text-similarity①Learning Text Similarity with Siamese Recurrent Networks
②Siamese Recurrent Architectures for Learning Sentence Similarity
MaLSTMSiamese Recurrent Architectures for Learning Sentence Similarity
Enhanced LSTMEnhanced LSTM for Natural Language Inference
sdnr1/EBIM-NLI :Enhanced BiLSTM Inference ModelEnhanced LSTM for Natural Language Inference
allennlp/esimEnhanced LSTM for Natural Language Inference
SiameseCNN
airalcorn2/Deep-Semantic-Similarity-ModelA Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
preke/CNN_based_sentences_similarityDetecting Semantically Equivalent Questions in Online User Forums
lsrock1/abcnn_pytorchAttention-Based Convolutional Neural Network for Modeling Sentence Pairs
chiragjn/deep-char-cnn-lstm①Siamese Recurrent Architectures for Learning Sentence Similarity (2016)
②Character-Aware Neural Language Models (2015)
Max bag-of-embeddings
easonnie/ResEncoderShortcut-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

转载于:https://www.cnblogs.com/d0main/p/9462947.html