igorktech / hierarchical-dialog-bert

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Model's Last Updated: August 16 2023
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Introduction of hierarchical-dialog-bert

Model Details of hierarchical-dialog-bert

Model description

This model is based on An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification . Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, and Desmond Elliott. 2022. arXiv:2210.05529 (Preprint).

Initial weights were taken from google/bert_uncased_L-8_H-256_A-4 . Model was additionally pretrained for 20_000 steps on 5m lines of text from english version of OpenSubtitles dataset.

Maximum input length is 512 tokens that is enoungh to encode dialog with few previous utterances (average sentence length per utterance in SWDA, MAPTASK, MRDA, BT_OASIS, FRAMES, AMI, DSTC3 is less than 11 tokens).

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

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

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