Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions

Abstract

In the last years, several variants of transformers have emerged. In this paper, we compare different transformer-based models for solving the reverse dictionary task and explore their use in the context of a serious game called The Dictionary Game.

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• XLNet: Generalized Autoregressive Pretraining for Language Understanding
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• A Unified Model for Reverse Dictionary and Definition Modelling
• Implementing a Reverse Dictionary, based on word definitions, using a Node-Graph Architecture
• BERT for Monolingual and Cross-Lingual Reverse Dictionary
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