Papers by Yin-Wen Chang
A Simple and Effective Positional Encoding for Transformers (2021.emnlp-main)
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| Challenge: | Recent studies suggest that relative position encodings provide better performance than absolute position coding. |
| Approach: | They propose a mechanism to encode position and segment information into Transformer models using relative position encodings. |
| Outcome: | The proposed method achieves faster training and inference time while achieving competitive performance on GLUE, XTREME and WMT benchmarks. |