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joint-learning

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MirunaPislar / multi-head-attention-labeller

Star 15

Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks together.

sentiment-analysis transformer semi-supervised-learning sentence-classification attention-mechanism joint-models zero-shot-learning multi-task-learning conll-2003 bilstm error-detection multihead-attention joint-learning sequence-labelling bilstm-attention hedge-detection
  • Updated Oct 17, 2020
  • Python

gionanide / OpiRec

Star 6

Opinion recommendation is a task, recently introduced, for consistently generating a text review and a rating score that a certain user would give to a certain product, which has never seen before. Input information driving recommendation is text reviews and ratings for this product contributed by other users and text reviews submitted by the us…

coverage natural-language-processing text-mining collaborative-filtering matrix-factorization recommender-system cosine-similarity vector-representations natural-language-generation attention-mechanism rating-prediction long-short-term-memory neighborhood-based multitask-learning deep-memory-network joint-learning text-reviews opinion-recommendation rating-score product-profiles
  • Updated Mar 6, 2023
  • Python

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