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[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
| Date | Stars |
|---|---|
| 2026-07-24 | 313 |
| 2026-07-25 | 313 |
| 2026-07-28 | 313 |
| 2026-07-30 | 313 |
| 2026-08-06 | 313 |
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# ACE The code is for our ACL-IJCNLP 2021 paper: [Automated Concatenation of Embeddings for Structured Prediction](https://arxiv.org/abs/2010.05006) ACE is a framework for automatically searching a good embedding concatenation for structured prediction tasks and achieving state-of-the-art accuracy. The code is based on [flair version 0.4.3](https://github.com/flairNLP/flair) with a lot of modifications. [](https://paperswithcode.com/sota/named-entity-recognition-ner-on-conll-2003?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/named-entity-recognition-on-conll-2002-dutch?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/named-entity-recognition-on-conll-2002?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/named-entity-recognition-on-conll-2003-german?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/part-of-speech-tagging-on-ark?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/part-of-speech-tagging-on-ritter?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/part-of-speech-tagging-on-tweebank?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/chunking-on-conll-2000?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/chunking-on-penn-treebank?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/semantic-dependency-parsing-on-dm?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/semantic-dependency-parsing-on-pas?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/semantic-dependency-parsing-on-psd?p=automated-concatenation-of-embeddings-for-1) [](https://paperswithcode.com/sota/dependency-parsing-on-penn-treebank?p=automated-concatenation-of-embedding
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:868f206ddaee9fb3, topic:named-entity-recognition, topic:sentiment-analysis, readme:named entity recognition