Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code. - GitHub - cdpierse/transformers-interpret: Model explainability that works seamlessly with 🤗 transformers. Explain your trans
SHAP has specific support for natural language models like those in the Hugging Face transformers library. By adding coalitional rules to traditional Shapley values we can form games that explain large modern NLP model using very few function evaluations. Using this functionality is as simple as pass...
Focused Attention in Transformers for interpretable classification of retinal images 2022, Medical Image Analysis Citation Excerpt : In this context, an interpretable model provides an accurate diagnosis and highlights the local structure that led to this decision. We note for example the work of Quelle...
“There's no ‘optimizing for BERT’ in the same way that there was no ‘optimizing for RankBrain’ (despite the many articles claiming otherwise). The result of BERT being introduced has simply meant that Google's natural language processing engine has reached new heights and you can expect ...
Imaginary worlds are present and often central in many of the most culturally successful modern narrative fictions, be it in novels (e.g., Harry Potter), movies (e.g., Star Wars), video games (e.g., The Legend of Zelda), graphic novels (e.g., One Piece)
Learning from Very Few Samples: A Survey Array programming with NumPy Progress in Quantum Computing Cryptography Attacks Implicit Graph Neural Networks Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Efficient Transformers: A Survey ...
关于LayerNorm 的位置,示例代码实现使用的 Pre-Layer Normalization(Pre_LN),Transformers 原始论文用的是 Post-Layer Normalization (Post-LN)。使用 Pre_LN 的好处,可以参考论文 On Layer Normalization in the Transformer Architecture (2020.02,微软亚洲研究院等) 。
SHAP has specific support for natural language models like those in the Hugging Face transformers library. By adding coalitional rules to traditional Shapley values we can form games that explain large modern NLP model using very few function evaluations. Using this functionality is as simple as pass...
[2022.09.20]Our work is featured inDeep AI. 🌟 Star History 🔥 Leaderboard 🔥 Evaluation of different methods on thetestsplit (whole: 4,241, mini: 1,000 examples). The accuracies across various categories and the overall average are reported below. ...
Add other Transformers model to the pipeline. Upload our model to transformers community to make them public Create an interface for social scientists where they can use our models easily with their data 👍 The repo is still in active developements. Feel free to create an issue !! 👍About...