Search Results for author: Dylan Phelps

Found 3 papers, 0 papers with code

Word Boundary Information Isn't Useful for Encoder Language Models

no code implementations15 Jan 2024 Edward Gow-Smith, Dylan Phelps, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio

As such, removing these symbols has been shown to have a beneficial effect on the processing of morphologically complex words for transformer encoders in the pretrain-finetune paradigm.

NER Sentence

Sample Efficient Approaches for Idiomaticity Detection

no code implementations LREC (MWE) 2022 Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio

In particular we study the impact of Pattern Exploit Training (PET), a few-shot method of classification, and BERTRAM, an efficient method of creating contextual embeddings, on the task of idiomaticity detection.

drsphelps at SemEval-2022 Task 2: Learning idiom representations using BERTRAM

no code implementations SemEval (NAACL) 2022 Dylan Phelps

This paper describes our system for SemEval-2022 Task 2 Multilingual Idiomaticity Detection and Sentence Embedding sub-task B.

Sentence Sentence Embedding +2

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