IPR: The semantic textual similarity and recognizing textual entailment systems

Rui Rodrigues, Paula Couto, Irene Rodrigues

Research output: Contribution to journalConference articlepeer-review

Abstract

We describe IPR's systems developed for ASSIN2 (Evaluating Semantic Similarity and Textual Entailment). Our best submission ranked first in the Semantic Textual Similarity task and second in the Recognizing Textual Entailment task. These systems were developed using BERT, for each task we added one layer to a pre-trained Bert model and fine-tuned the whole task network.

Original languageEnglish
Pages (from-to)39-47
Number of pages9
JournalCEUR Workshop Proceedings
Volume2583
Publication statusPublished - 2020
Event2nd ASSIN Shared Task: Evaluating Semantic Textual Similarity and Textual Entailment in Portuguese, ASSIN 2019 - Salvador, Brazil
Duration: 15 Oct 2019 → …

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