Work

The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives

Year: 2019

Type: conference-paper

Abstract: Elena Voita, Rico Sennrich, Ivan Titov. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.

Source: Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI: 10.18653/v1/d19-1448

Authors: Elena Voita, Rico Sennrich, Ivan Titov

Institutions: Yandex (Russia), University of Amsterdam, University of Zurich, University of Edinburgh

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: National Science Foundation, Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, Nederlandse Organisatie voor Wetenschappelijk Onderzoek, H2020 European Research Council

Awards: Induction of Broad-Coverage Semantic Parsers, Scaling Semantic Parsing to Unrestricted Domains

OpenAlex ID: W2970820321

FWCI: 8.81

Cites: 36

Cited by: 192

Related to: 10