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Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence›Natural language and speech›Language models and text generation›training data analysis topic 4 papers · 26 experts
Experts on training data analysis 26 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
Noah A. Smith
dblp:90/5204
1.0 22025 257 · 83 since 2021 2026 conflict
Hannaneh Hajishirzi
dblp:52/1296
1.0 22025 144 · 85 since 2021 2025 verified
Tianwei Zhang 0004
dblp:77/7902-4
0.9 12025 209 · 196 since 2021 2026 conflict
Liu Yan
dblp:59/6909
0.9 12025 9 · 6 since 2021 2026 conflict
Hewu Li
dblp:51/8276
0.9 12025 112 · 77 since 2021 2026 corroborated
Minlie Huang
dblp:47/6668
0.9 12025 240 · 137 since 2021 2026 verified
Haoting Qian
dblp:395/5697
0.9 12025 3 · 3 since 2021 2025 none
Qi Li 0002
dblp:181/2688-2
0.9 12025 320 · 200 since 2021 2026 conflict
Ke Xu 0002
dblp:181/2626-2
0.9 12025 328 · 172 since 2021 2026 conflict
Han Qiu 0001
dblp:15/4507-1
0.9 12025 78 · 69 since 2021 2026 conflict
Jesse Dodge
dblp:49/11425
0.8 12024 29 · 19 since 2021 2025 none
Akshita Bhagia
dblp:321/0726
0.8 12024 9 · 9 since 2021 2025 none
Pete Walsh 0001
dblp:315/9281
0.8 12024 9 · 9 since 2021 2025 corroborated
Ian Magnusson
dblp:301/9923
0.8 12024 7 · 7 since 2021 2025 none
Yanai Elazar
dblp:223/4533
0.8 12024 28 · 21 since 2021 2026 verified
Dustin Schwenk
dblp:208/4259
0.8 12024 15 · 11 since 2021 2025 corroborated
Alane Suhr
dblp:203/9306
0.8 12024 23 · 17 since 2021 2025 none
Dirk Groeneveld
dblp:185/7781
0.8 12024 13 · 12 since 2021 2025 corroborated
Abhilasha Ravichander
dblp:170/4795
0.8 12024 31 · 23 since 2021 2025 none
Luca Soldaini
dblp:160/1741
0.8 12024 42 · 29 since 2021 2026 verified
Sameer Singh 0001
dblp:13/3568-1
0.8 12024 90 · 39 since 2021 2026 verified
Yejin Choi 0001
dblp:89/579-1
0.3 12025 251 · 160 since 2021 2026 conflict
Jiacheng Liu 0010
dblp:289/6273
0.3 12025 11 · 11 since 2021 2025 corroborated
Mihaela van der Schaar
dblp:s/MihaelavanderSchaar
0.2 12024 500 · 151 since 2021 2026 verified
Fergus Imrie
dblp:281/4466
0.2 12024 16 · 16 since 2021 2025 verified
Nabeel Seedat
dblp:227/8368
0.2 12024 19 · 19 since 2021 2025 none
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