In this paper, we detail the relationship between convolutions and self-attention in natural language tasks.
Jun 10, 2021 · In this paper, we detail the relationship between convolutions and self-attention in natural language tasks.
Code for the paper Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models. Contains experiments for integrating ...
Jun 10, 2021 · In this paper, we detail the relationship between convolutions and self-attention in natural language tasks. We show that relative position ...
Sep 11, 2024 · In this paper, we detail the relationship between convolutions and self-attention in natural language tasks. We show that relative position ...
In this paper, we detail the relationship between convolutions and self-attention in natural language tasks. Language Modelling · Position. 21.
Jun 10, 2021 · In this work, we formalize the relationship between self-attention and convolution in Trans- former encoders by generalizing relative position.
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This work presents an alternative approach, extending the self-attention mechanism to efficiently consider representations of the relative positions.
"Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models". ... Self-Attention for Vision-and-Language Pre-training".
In this paper, we detail the relationship between convolutions and self-attention in natural language tasks. We show that relative position embeddings in self- ...