word-in-context-disambiguation

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andrea-gasparini / nlp-word-sense-disambiguation-wic-data

WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)

python nlp pytorch wsd word-sense-disambiguation bert fine-tuning sapienza-university huggingface pytorch-lightning fine-tuning-bert word-in-context word-in-context-disambiguation glossbert

Updated Oct 25, 2022
Python

andrea-gasparini / nlp-word-in-context-disambiguation

Star

Word-in-Context (WiC) disambiguation experimenting with a word-level approach (MLP ReLU) and a sequence encoding one (LSTMs), on top of GloVe embeddings

python nlp machine-learning pytorch lstm mlp glove binary-classification sapienza-university word-in-context word-in-context-disambiguation

Updated Oct 25, 2022
Jupyter Notebook

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