Aligning Word Embeddings from BERT to Vocabulary-Free Representations

Author:

Perez Alejandro Rodriguez1,Sooksatra Korn1,Rivas Pablo1,Quevedo Ernesto1,Turek Javier2,Bichler Gisela3,Cerny Tomas1,Giddens Laurie4,Petter Stacie5

Affiliation:

1. School of Eng. & Computer Science Baylor University,Dept. of Computer Science

2. Intel Corporation,Intel Labs,Portland,Oregon

3. School of Criminology & Criminal Justice California State University,San Bernardino

4. College of Business, Information Tech. & Decisions Sci. University of North Texas,Dept. G. Brint Ryan

5. School of Business Management of Information Systems Wake Forest University

Funder

National Science Foundation

Publisher

IEEE

Reference46 articles.

1. Neural Architecture Search for Transformers: A Survey

2. Understanding and overcoming the challenges of efficient transformer quantization;Bondarenko

3. BERT: Pre-training of deep bidirectional transformers for language understanding;Devlin,2019

4. Language models are unsupervised multitask learners;Radford;OpenAI blog,2019

5. Byte pair encoding is suboptimal for language model pretraining;Bostrom,2020

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