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Changmin Seo

dblp:329/4752 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2023
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Representation and self-supervised learning · 87% Information extraction and text analysis · 13%

Topics — the 2 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Representation and self-supervised learning › text embedding › text representation learning
sentence representation learning
0.712023
Ranking-Enhanced Unsupervised Sentence Representation Learning · ACL (1) 2023
Machine learning › Representation and self-supervised learning › text embedding › sentence embedding
unsupervised sentence embeddings
0.712023
Ranking-Enhanced Unsupervised Sentence Representation Learning · ACL (1) 2023

Methods — techniques the papers use, named apart from their topics

ranking-based contrastive learning · 0.7
YearPublicationVenuePosition
2023 Ranking-Enhanced Unsupervised Sentence Representation Learning
abstract
Yeon Seonwoo, Guoyin Wang, Changmin Seo, Sajal Choudhary, Jiwei Li, Xiang Li, Puyang Xu, Sunghyun Park, Alice Oh. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.
Yeon Seonwoo, Guoyin Wang 0002, Changmin Seo, Sajal Choudhary, Jiwei Li 0001, Puyang Xu, Alice Oh
ACL (1)3