Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data.

Jiduan Liu

dblp:264/0050 · DBLP profile ↗
← Back
1ranked-venue papers
1as 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 first-author · 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 · 100%
Databases, data mining, and information retrieval
1 paper
Information retrieval · 100%

Topics — the 3 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
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank · ACL (1) 2023
Machine learning › Representation and self-supervised learning › text embedding › sentence embedding
unsupervised sentence embeddings
0.712023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank · ACL (1) 2023
Information retrieval
ranking
0.212023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank · ACL (1) 2023

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

learning to rank · 1.3contrastive learning · 1.3
YearPublicationVenuePosition
2023 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank
abstract
Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Kai Chen, Rui Yan. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.
Jiduan Liu, Qifan Wang 0001, Jingang Wang, Wei Wu 0014, Yunsen Xian, Dongyan Zhao 0001, Rui Yan 0001
ACL (1)1