Papers with label flipping
Efficient Encoders for Streaming Sequence Tagging (2023.eacl-main)
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| Challenge: | Existing bidirectional encoders require a restart when a new token is received. |
| Approach: | They propose a Hybrid Encoder with Adaptive Restart that enables asynchronous encoding of a new token in an incremental streaming input. |
| Outcome: | The proposed encoder offers FLOP savings in streaming settings up to 71.1% and outperforms bidirectional encoders for streaming predictions by up to +0% streaming exact match. |