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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›Machine translation›machine translation evaluation›discourse-aware evaluation topic 3 papers · 14 experts
Experts on discourse-aware evaluation 14 · 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
André F. T. Martins
dblp:m/AndreFTMartins
0.7 12023 104 · 55 since 2021 2026 conflict
Mrinmaya Sachan
dblp:86/10440
0.7 12023 93 · 77 since 2021 2026 verified
Yuchen Eleanor Jiang
dblp:319/9876
0.7 12023 6 · 6 since 2021 2025 none
Kayo Yin
dblp:262/3579
0.7 12023 14 · 13 since 2021 2025 none
Emmy Liu
dblp:249/6997
0.7 12023 13 · 11 since 2021 2025 corroborated
Patrick Fernandes
dblp:207/6964
0.7 12023 16 · 15 since 2021 2026 none
Shuming Ma
dblp:190/7739
0.7 12023 53 · 31 since 2021 2025 corroborated
Ryan Cotterell
dblp:146/4361
0.7 12023 181 · 121 since 2021 2026 verified
Tianyu Liu 0004
dblp:134/1099-4
0.7 12023 10 · 8 since 2021 2025 conflict
Graham Neubig
dblp:03/8155
0.7 12023 336 · 139 since 2021 2026 verified
Dongdong Zhang 0001
dblp:02/621-1
0.7 12023 56 · 25 since 2021 2026 conflict
Kevin Gimpel
dblp:47/1252
0.4 12019 61 · 10 since 2021 2024 none
Mingda Chen
dblp:220/2003
0.4 12019 17 · 11 since 2021 2026 conflict
Zewei Chu
dblp:169/6786
0.4 12019 5 · 1 since 2021 2022 none
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