Work

Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding

Year: 2021

Type: conference-paper

Abstract: Hidetaka Kamigaito, Katsuhiko Hayashi. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.

DOI: 10.18653/v1/2021.acl-long.429

Authors: Hidetaka Kamigaito, Katsuhiko Hayashi

Institutions: Tokyo Institute of Technology, Gunma University, RIKEN, RIKEN Center for Advanced Intelligence Project

Language: English

Topic: Advanced Graph Neural Networks

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Funder: Japan Society for the Promotion of Science

Awards: Generative Summarization Based on Stepwise Extraction and Rewriting, Towards Roubust Coreference Resolution by using Global Information of Entities, Acceleration of Query Search on Large Knowledge Graphs

OpenAlex ID: W3171919807

FWCI: 0.809

Cites: 39

Cited by: 10

Related to: 10