自然語言推斷(NLI)、文本相似度相關開源項目推薦(Pytorch 實現)
阿新 • • 發佈：2018-08-12
neu Language load lstm ica lob cat repos bim
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 |
自然語言推斷(NLI)、文本相似度相關開源項目推薦(Pytorch 實現)