bond005 / rubert-entity-embedder

huggingface.co
Total runs: 13
24-hour runs: 0
7-day runs: 1
30-day runs: 10
Model's Last Updated: March 27 2024
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Introduction of rubert-entity-embedder

Model Details of rubert-entity-embedder

rubert-entity-embedder

RuBERT Entity Embedder (Russian, cased, 12‑layer, 768‑hidden, 12‑heads, 180M parameters) is based on DeepPavlov's RuBERT-base-cased . It is fine-tuned as a Siamese neural network to build effective token embeddings of 29 entity classes on Russian [1]. The fine-tuning procedure is the first stage of two-stage fine-tuning of a BERT-based language model for more robust named entity recognition [2].

[1]: Artemova , E. , Zmeev , M. , Loukachevitch , N.V. , Rozhkov , I.S. , Batura , T. , Ivanov , V. , & Tutubalina , E. (2022). RuNNE-2022 Shared Task: Recognizing Nested Named Entities . Proceedings of the International Conference “Dialogue 2022”. https://www.dialog-21.ru/media/5747/artemovaelplusetal109.pdf

[2]: Bondarenko , I. (2022). Contrastive fine-tuning to improve generalization in deep NER . Proceedings of the International Conference “Dialogue 2022”. https://www.dialog-21.ru/media/5751/bondarenkoi113.pdf

Runs of bond005 rubert-entity-embedder on huggingface.co

13
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3-day runs
1
7-day runs
10
30-day runs

More Information About rubert-entity-embedder huggingface.co Model

More rubert-entity-embedder license Visit here:

https://choosealicense.com/licenses/apache-2.0

rubert-entity-embedder huggingface.co

rubert-entity-embedder huggingface.co is an AI model on huggingface.co that provides rubert-entity-embedder's model effect (), which can be used instantly with this bond005 rubert-entity-embedder model. huggingface.co supports a free trial of the rubert-entity-embedder model, and also provides paid use of the rubert-entity-embedder. Support call rubert-entity-embedder model through api, including Node.js, Python, http.

rubert-entity-embedder huggingface.co Url

https://huggingface.co/bond005/rubert-entity-embedder

bond005 rubert-entity-embedder online free

rubert-entity-embedder huggingface.co is an online trial and call api platform, which integrates rubert-entity-embedder's modeling effects, including api services, and provides a free online trial of rubert-entity-embedder, you can try rubert-entity-embedder online for free by clicking the link below.

bond005 rubert-entity-embedder online free url in huggingface.co:

https://huggingface.co/bond005/rubert-entity-embedder

rubert-entity-embedder install

rubert-entity-embedder is an open source model from GitHub that offers a free installation service, and any user can find rubert-entity-embedder on GitHub to install. At the same time, huggingface.co provides the effect of rubert-entity-embedder install, users can directly use rubert-entity-embedder installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

rubert-entity-embedder install url in huggingface.co:

https://huggingface.co/bond005/rubert-entity-embedder

Url of rubert-entity-embedder

rubert-entity-embedder huggingface.co Url

Provider of rubert-entity-embedder huggingface.co

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Updated:March 16 2024