Demo Data from SIGIR 2026 / reviewers in the wild / expert
Hyun Joo Shin
dblp:363/3973
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2025
0000-0002-7462-2609ORCID · reported
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 |
Vision and language · 77% Language models and text generation · 23% | |
| Interdisciplinary, comprehensive, and emerging computing
1 paper |
Medical and health informatics · 100% |
Topics — the 3 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Computer vision › Vision and language › vision-language model › domain-specific vision-language model
medical vision-language model |
0.9 | 1 | 2025 | CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback · ACL (1) 2025 |
Medical and health informatics
clinical text processing |
0.9 | 1 | 2025 | CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback · ACL (1) 2025 |
Natural language and speech › Language models and text generation
preference optimization |
0.3 | 1 | 2025 | CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback · ACL (1) 2025 |
Methods — techniques the papers use, named apart from their topics
reinforcement learning from human feedback · 1.7preference fine-tuning · 1.7
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedbackabstractDennis Hein, Zhihong Chen, Sophie Ostmeier, Justin Xu, Maya Varma, Eduardo Pontes Reis, Arne Edward Michalson Md, Christian Bluethgen, Hyun Joo Shin, Curtis Langlotz, Akshay S Chaudhari. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025. Dennis Hein, Sophie Ostmeier, Justin Xu, Maya Varma, Eduardo Pontes Reis, Arne Edward Michalson, Christian Bluethgen, Hyun Joo Shin, Curt Langlotz, Akshay Chaudhari |
ACL (1) | 9 |