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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 by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021
Artificial intelligence and machine learning
419,855 active · 726,626 total · 856,312 papers
NeurIPS · AAAI · ESWA · CVPR · ICML · EAAI
Graphics, computer vision, multimedia, augmented reality and games
220,290 active · 419,218 total · 473,177 papers
AAAI · ICASSP · MTA · CVPR · INTERSPEECH · ICCV
Applied, interdisciplinary, general and emerging computing
306,612 active · 637,688 total · 436,260 papers
TGARS · IGARSS · TITS · TII · CogSci · Bioinformatics
Systems, architecture and hardware
148,087 active · 345,638 total · 325,499 papers
IROS · ICRA · VTC · ISCAS · TJSC · IECON
Computer networks
105,468 active · 214,616 total · 249,845 papers
IOT · ICC · GLOBECOM · TWC · TCOM · TMC
Databases, data management, data science and information retrieval
134,049 active · 269,256 total · 249,104 papers
IEEE BigData · CIKM · SIGKDD · TKDE · AEI · SIGIR
Theory of computation
38,447 active · 105,648 total · 202,645 papers
TIT · TCS · DAM · SODA · STOC · ICALP
Human-computer interaction and ubiquitous computing
114,847 active · 268,055 total · 198,672 papers
CHI · SMC · TSMC · SIGCSE · PACMHCI · IJHCI
Software engineering, systems software and programming languages
76,605 active · 178,952 total · 173,661 papers
DATE · COMPSAC · CoDIT · PACM PL · TSC · JSS
Security and privacy
57,527 active · 109,981 total · 102,399 papers
TIFS · TDSC · USENIX Security · TrustCom · CCS · JISA
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
231,922 experts · 238,182 papers
33 areas · 23,066 topics
Theoretical computer science
84,688 experts · 103,442 papers
15 areas · 12,358 topics
Computer architecture, parallel and distributed computing, and storage systems
119,266 experts · 88,175 papers
18 areas · 10,819 topics
Computer graphics and multimedia
99,217 experts · 74,150 papers
13 areas · 7,821 topics
Computer networks
79,947 experts · 72,281 papers
18 areas · 9,664 topics
Databases, data mining, and information retrieval
83,822 experts · 68,869 papers
17 areas · 7,059 topics
Network and information security
67,706 experts · 53,290 papers
15 areas · 5,550 topics
Interdisciplinary, comprehensive, and emerging computing
111,858 experts · 46,353 papers
9 areas · 5,108 topics
Human-computer interaction and pervasive computing
77,670 experts · 43,820 papers
16 areas · 4,757 topics
Software engineering, system software, and programming languages
53,122 experts · 40,802 papers
14 areas · 4,459 topics
Artificial intelligence›Natural language and speech›Information extraction and text analysis
area
13,467 papers · 23,959 experts
Sub-topics
144 · with their number of papers; shaded topics divide further
text classification 830sentiment analysis 737named entity recognition 729syntactic parsing 706relation extraction 635topic model 509semantic parsing 338word sense disambiguation 257coreference resolution 244emotion recognition 231sequence labeling 213text mining 208semantic role labeling 206lexical semantics 192event extraction 189fact-checking 158discourse analysis 148document understanding 135argument mining 133entity linking 123stance detection 111morphological analysis 95open information extraction 81web information extraction 73textual entailment 72social media text analysis 68data annotation 66slot filling 63narrative understanding 61abusive language detection 59multilingual NLP 59entity typing 58distributional semantics 57word segmentation 56keyphrase extraction 54text segmentation 53temporal information extraction 52dataset construction 49misinformation detection 45text normalization 35keyphrase generation 30lexical acquisition 29bootstrapping 28dialogue analysis 28semantic analysis 28document analysis 27linguistic probing 23text matching 23emotion cause analysis 21error detection 18lexical resources 18natural language semantics 18low-resource NLP 16narrative analysis 15phrase extraction 15feature engineering 14geolocation 14paraphrase extraction 14ambiguity resolution 13linguistic typology 12span extraction 12rule-based information extraction 11sentence comprehension 11subjectivity analysis 11text similarity 11knowledge discovery from text 9event analysis 8pattern learning 7corpus linguistics 5user profiling 5computational morphology 4factuality assessment 4information retrieval 4named entity processing 4open vocabulary learning 4review analysis 4document AI 3structure prediction 3
Show 66 smaller topics (under 10 papers each)
disambiguation 9entity resolution 8entity tracking 8linguistic acceptability 8linguistic feature analysis 8dataset characterization 7evidence extraction 7psycholinguistic modeling 7Arabic NLP 6arabic text processing 6entity normalization 6named entity 6open-domain information extraction 6pattern discovery 6social media text 6span selection 6arabic diacritization 5discourse and pragmatics 5empathy detection 5entity discovery 5query understanding 5claim decomposition 4complex word identification 4customer satisfaction analysis 4depression detection 4document processing 4event embedding 4fact decomposition 4historical linguistics 4legal NLP 4lexical disambiguation 4political text analysis 4supervised clustering 4template-based extraction 4web-based knowledge acquisition 4automatic text simplification evaluation 3concept expansion 3constraint detection 3contextual constraints 3dependency graph encoding 3emotion attribution 3fact-based evaluation 3finite-state transducers 3keyphrase prediction 3korean language processing 3lexical co-occurrence 3linguistic complexity 3linguistic diversity 3mental health text analysis 3misinformation analysis 3multilingual corpus 3natural language query 3noisy data handling 3open source intelligence 3pointwise mutual information 3prompt-based data augmentation 3scientific text 3semantic relation learning 3semantic role prediction 3sentence ranking 3sentiment and emotion analysis 3sparse detection 3spatial information extraction 3speech act theory 3term recognition 3transformer-based classification 3
Experts on Information extraction and text analysis
23,959 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years), summed over the area's topics