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

Shunwen Bai

dblp:395/5930 · DBLP profile ↗
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2ranked-venue papers
1as first author
2since 2021 · last 2026
0000-0002-2325-1094ORCID · corroborated

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

Artificial intelligence and machine learning · 2 · 1 first-author · 2 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
2 papers
Knowledge representation and reasoning · 50% Vision and language · 38% Language models and text generation · 12%

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

TopicWeightPapersLastEvidence papers
Knowledge, reasoning and agents › Knowledge representation and reasoning
spatial reasoning		 1.322026
One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models · ACL (1) 2026
Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models · ACL (1) 2026
Natural language and speech › Language models and text generation
large language model		 0.312026
One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models · ACL (1) 2026

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

cognitive loop · 1.0benchmarking · 1.0
YearPublicationVenuePosition
2026 One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models
abstract
Shunwen Bai, Jiahuan Zhang, Haoran Huang, Yurun Wang, Jiale Liu, Yanxi Wu, Ningzhe Yu, Yudong Gao, Mingjun Cheng. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Shunwen Bai, Haoran Huang, Yurun Wang, Yanxi Wu, Ningzhe Yu, Yudong Gao, Mingjun Cheng
 ACL (1)1
2026 Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models
abstract
Jiahuan Zhang, Shunwen Bai, Tianheng Wang, KaiWen Guo, Zijia Song, Hanqing WU, Guozheng Rao, Kai Han, Kaicheng Yu. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Shunwen Bai, Tianheng Wang, Zijia Song, Guozheng Rao, Kaicheng Yu
 ACL (1)2