Recognizing Semantic Relations: Attention-Based Transformers vs. Recurrent Models

Author:

Roussinov Dmitri,Sharoff SergeORCID,Puchnina Nadezhda

Publisher

Springer International Publishing

Reference34 articles.

1. Baroni, M., Lenci, A.: How we BLESSed distributional semantic evaluation. In: Proceedings of 2011 Workshop on Geometrical Models of Natural Language Semantics (2011)

2. Bybee, J.L., Beckner, C.: Usage-based theory. In: The Oxford Handbook of Linguistic Analysis (2015)

3. Cho, K., van Merrienboer, B., Gulcehre, C., Bougares, F., Schwenk, H., Bengio, Y.: Learning phrase representations using RNN encoder-decoder for statistical machine translation. In: 55th Annual Meeting of the Association for Computational Linguistics (2014)

4. Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: Bert: pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)

5. Hearst, M.A.: Automatic acquisition of hyponyms from large text corpora. In: ACL 1992 (1992)

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