参考论文以及其它 Github 仓库代码实现以下模型:
- ESIM (Enhanced LSTM for Natural Language Inference)
- InferSent(Supervised Learning of Universal Sentence Representations from Natural Language Inference Data)
- BiMPM(Bilateral Multi-Perspective Matching for Natural Language Sentences)
- SSE(Shortcut-stacked sentence encoders for multidomain inference_EMNLP 2017)
- python 3.7.4
- 1.4.0
Model | ACC |
---|---|
ESIM | 84.77% |
InferSent | 86.73% |
SSE | 86.76% |
BiMPM | 70%(training) |