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Demo Data from VLDB 2026 / reviewers in the wild / expert

Zanwei Shen

dblp:181/8468 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2024
—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
Language models and text generation · 77% Representation and self-supervised learning · 23%

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

TopicWeightPapersLastEvidence papers
Natural language and speech › Language models and text generation
text evaluation		 0.812024
RepEval: Effective Text Evaluation with LLM Representation · EMNLP 2024
Machine learning › Representation and self-supervised learning
representation analysis		 0.212024
RepEval: Effective Text Evaluation with LLM Representation · EMNLP 2024

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

text evaluation · 0.8LLM representation · 0.8
YearPublicationVenuePosition
2024 RepEval: Effective Text Evaluation with LLM Representation
abstract
Shuqian Sheng, Yi Xu, Tianhang Zhang, Zanwei Shen, Luoyi Fu, Jiaxin Ding, Lei Zhou, Xiaoying Gan, Xinbing Wang, Chenghu Zhou. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024.
Shuqian Sheng, Yi Xu 0004, Tianhang Zhang, Zanwei Shen, Luoyi Fu, Jiaxin Ding 0001, Lei Zhou 0016, Xiaoying Gan, Xinbing Wang, Chenghu Zhou
 EMNLP4