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This folder contains the CoarseWSD-20 dataset (v1.0, Aug 2020) released with this paper: Language Models and Word Sense Disambiguation: An Overview and Analysis https://arxiv.org/abs/2008.11608 Daniel Loureiro* ([email protected]) Kiamehr Rezaee* ([email protected]) Mohammad Taher Pilehvar ([email protected]) Jose Camacho-Collados ([email protected]) (*first authors) In the CoarseWSD-20 dataset each word has a specific folder with the following set of files: - class_map.txt: A dictionary mapping sense labels to sense number. - train.data.txt: Single tokenized and uncased sentence per line. First token is the position of the ambiguous word. - train.gold.txt: Correct class/sense number for the ambiguous word in the same line at train.data.txt. - test.data.txt: Single tokenized and uncased sentence per line. First token is the position of the ambiguous word. - test.gold.txt: Correct class/sense number for the ambiguous word in the same line at test.data.txt. There's also a Python module to read the dataset available at: https://github.com/danlou/bert-disambiguation/blob/master/coarsewsd20_reader.py For any questions, create an issue on GitHub (https://github.com/danlou/bert-disambiguation/), or contact the first authors. |