Class information for:
Level 1: NAT LANGUAGE PROC INFORMAT SYST GRP//SEMANTIC ROLE LABELING//TIMEML

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
21978 398 29.3 19%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
20 3       COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, SOFTWARE ENGINEERING 118625
164 2             RECOMMENDER SYSTEMS//COLLABORATIVE FILTERING//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 22632
21978 1                   NAT LANGUAGE PROC INFORMAT SYST GRP//SEMANTIC ROLE LABELING//TIMEML 398

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 NAT LANGUAGE PROC INFORMAT SYST GRP address 377698 2% 62% 8
2 SEMANTIC ROLE LABELING authKW 348722 3% 45% 10
3 TIMEML authKW 274001 1% 71% 5
4 ANAPHORA RESOLUTION authKW 258420 2% 42% 8
5 SYNERGETIC NEURAL NETWORK authKW 230164 1% 100% 3
6 TEMPORAL EXPRESSIONS authKW 204587 1% 67% 4
7 GRP INVEST PROCESAMIENTO LENGUAJE SISTEMAS INFO address 174361 1% 45% 5
8 ELEMENTARY DISCOURSE UNIT authKW 172621 1% 75% 3
9 LANGUAGE RESOURCES AND EVALUATION journal 169997 7% 9% 26
10 COMPUTATIONAL LINGUISTICS journal 169046 8% 7% 31

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 16399 53% 0% 210
2 Computer Science, Information Systems 2948 23% 0% 90
3 Language & Linguistics 2787 12% 0% 48
4 Linguistics 2299 12% 0% 47
5 Computer Science, Interdisciplinary Applications 1575 17% 0% 69
6 Computer Science, Theory & Methods 1284 16% 0% 64
7 Computer Science, Software Engineering 696 10% 0% 40
8 Information Science & Library Science 262 4% 0% 17
9 Engineering, Electrical & Electronic 114 12% 0% 49
10 Computer Science, Hardware & Architecture 112 3% 0% 13

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 NAT LANGUAGE PROC INFORMAT SYST GRP 377698 2% 62% 8
2 GRP INVEST PROCESAMIENTO LENGUAJE SISTEMAS INFO 174361 1% 45% 5
3 GRP INVEST PROC LENGUAJE SISTEMAS INFORMAC 102294 1% 67% 2
4 AUTOMAT SPEECH TRANSLAT ARTIFICIAL INTELLIGENCE 76721 0% 100% 1
5 CHINESE TRANSLAT LINGUST 76721 0% 100% 1
6 COGCOMP COMPUTAT GRP 76721 0% 100% 1
7 COMP INFOMAT 76721 0% 100% 1
8 COMPUTAT LINGUISTICS 76721 0% 100% 1
9 CRAIC 76721 0% 100% 1
10 EUROPEAN SPEECH 76721 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 LANGUAGE RESOURCES AND EVALUATION 169997 7% 9% 26
2 COMPUTATIONAL LINGUISTICS 169046 8% 7% 31
3 NATURAL LANGUAGE ENGINEERING 28204 2% 5% 8
4 ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING 12108 1% 5% 3
5 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 10444 3% 1% 11
6 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 8575 11% 0% 43
7 ETRI JOURNAL 7181 3% 1% 13
8 DATA & KNOWLEDGE ENGINEERING 3983 2% 1% 8
9 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 3910 2% 1% 9
10 INFORMATION PROCESSING & MANAGEMENT 3706 3% 0% 10

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 SEMANTIC ROLE LABELING 348722 3% 45% 10 Search SEMANTIC+ROLE+LABELING Search SEMANTIC+ROLE+LABELING
2 TIMEML 274001 1% 71% 5 Search TIMEML Search TIMEML
3 ANAPHORA RESOLUTION 258420 2% 42% 8 Search ANAPHORA+RESOLUTION Search ANAPHORA+RESOLUTION
4 SYNERGETIC NEURAL NETWORK 230164 1% 100% 3 Search SYNERGETIC+NEURAL+NETWORK Search SYNERGETIC+NEURAL+NETWORK
5 TEMPORAL EXPRESSIONS 204587 1% 67% 4 Search TEMPORAL+EXPRESSIONS Search TEMPORAL+EXPRESSIONS
6 ELEMENTARY DISCOURSE UNIT 172621 1% 75% 3 Search ELEMENTARY+DISCOURSE+UNIT Search ELEMENTARY+DISCOURSE+UNIT
7 12 ARTIFICIAL INTELLIGENCE 153442 1% 100% 2 Search 12+ARTIFICIAL+INTELLIGENCE Search 12+ARTIFICIAL+INTELLIGENCE
8 127 NATURAL LANGUAGE PROCESSING 153442 1% 100% 2 Search 127+NATURAL+LANGUAGE+PROCESSING Search 127+NATURAL+LANGUAGE+PROCESSING
9 ATTENTION PARAMETERS 153442 1% 100% 2 Search ATTENTION+PARAMETERS Search ATTENTION+PARAMETERS
10 CAUSALITY BOUNDARY 153442 1% 100% 2 Search CAUSALITY+BOUNDARY Search CAUSALITY+BOUNDARY

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 HAVERINEN, K , KANERVA, J , KOHONEN, S , MISSILA, A , OJALA, S , VILJANEN, T , LAIPPALA, V , GINTER, F , (2015) THE FINNISH PROPOSITION BANK.LANGUAGE RESOURCES AND EVALUATION. VOL. 49. ISSUE 4. P. 907 -926 7 88% 0
2 YANG, HT , ZHOU, Y , ZONG, CQ , (2016) BILINGUAL SEMANTIC ROLE LABELING INFERENCE VIA DUAL DECOMPOSITION.ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING. VOL. 15. ISSUE 3. P. - 6 86% 0
3 HUANG, ZH , CHEN, YD , (2016) AN IMPROVING SRL MODEL WITH WORD SENSE INFORMATION USING AN IMPROVED SYNERGETIC NEURAL NETWORK MODEL.JOURNAL OF INTELLIGENT & FUZZY SYSTEMS. VOL. 31. ISSUE 3. P. 1469 -1480 9 56% 0
4 BAI, XP , XUE, NW , (2016) GENERALIZING THE SEMANTIC ROLES IN THE CHINESE PROPOSITION BANK.LANGUAGE RESOURCES AND EVALUATION. VOL. 50. ISSUE 3. P. 643 -666 5 100% 0
5 YANG, HT , ZONG, CQ , (2016) LEARNING GENERALIZED FEATURES FOR SEMANTIC ROLE LABELING.ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING. VOL. 15. ISSUE 4. P. - 6 75% 0
6 LEE, JY , SONG, YI , RIM, HC , HAN, KS , (2010) INCORPORATING FRAME INFORMATION TO SEMANTIC ROLE LABELING.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS. VOL. E93D. ISSUE 1. P. 201-204 5 100% 1
7 SAEEDI, P , FAILI, H , SHAKERY, A , (2016) SEMANTIC ROLE INDUCTION IN PERSIAN: AN UNSUPERVISED APPROACH BY USING PROBABILISTIC MODELS.DIGITAL SCHOLARSHIP IN THE HUMANITIES. VOL. 31. ISSUE 1. P. 181 -203 5 83% 0
8 BALLESTEROS, M , BOHNET, B , MILLE, S , WANNER, L , (2016) DATA-DRIVEN DEEP-SYNTACTIC DEPENDENCY PARSING.NATURAL LANGUAGE ENGINEERING. VOL. 22. ISSUE 6. P. 939 -974 4 100% 0
9 MARQUEZ, L , RECASENS, M , SAPENA, E , (2013) COREFERENCE RESOLUTION: AN EMPIRICAL STUDY BASED ON SEMEVAL-2010 SHARED TASK 1.LANGUAGE RESOURCES AND EVALUATION. VOL. 47. ISSUE 3. P. 661-694 4 100% 0
10 ESTARRONA, A , ALDEZABAL, I , DE ILARRAZA, AD , ARANZABE, MJ , (2016) A METHODOLOGY FOR THE SEMIAUTOMATIC ANNOTATION OF EPEC-ROLSEM, A BASQUE CORPUS LABELED AT PREDICATE LEVEL FOLLOWING THE PROPBANK-VERBNET MODEL.DIGITAL SCHOLARSHIP IN THE HUMANITIES. VOL. 31. ISSUE 3. P. 470 -492 5 71% 0

Classes with closest relation at Level 1


Rank Class id link
1 9301 WORDNET//WORD SENSE DISAMBIGUATION//SEMANTIC SIMILARITY
2 24916 CHINESE WORD SEGMENTATION//TEXT CHUNKING//PARTIAL PARSING
3 20316 LANGUAGE MODELING//STATISTICAL LANGUAGE MODELING//LANGUAGE MODEL ADAPTATION
4 25243 COMMUNITY QUESTION ANSWERING//QUESTION CLASSIFICATION//FAQ RETRIEVAL
5 23266 STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//WORD ALIGNMENT
6 14534 MULTI DOCUMENT SUMMARIZATION//TEXT SUMMARIZATION//SUMMARIZATION
7 36168 MODAL LOGIC OF SUBSET SPACES//RACAI//TOPOLOGICAL REASONING
8 15021 SPOKEN DIALOGUE SYSTEMS//SPOKEN DIALOG SYSTEMS//DIALOGUE MANAGEMENT
9 35708 TREE KERNELS//RATIONAL KERNELS//STRING KERNELS
10 28184 SEMANTIC WEB SEARCH//NATURAL LANGUAGE INTERFACES TO DATABASES//SEMANTIC SEARCH ON THE WEB

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