Class information for:
Level 1: STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//WORD ALIGNMENT

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
23266 352 32.8 15%



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
23266 1                   STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//WORD ALIGNMENT 352

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 STATISTICAL MACHINE TRANSLATION authKW 2168648 13% 56% 45
2 MACHINE TRANSLATION authKW 862793 12% 24% 41
3 WORD ALIGNMENT authKW 552435 3% 58% 11
4 WORD REORDERING authKW 520485 2% 100% 6
5 PHRASE BASED STATISTICAL MACHINE TRANSLATION authKW 346990 1% 100% 4
6 PROMOTIONAL RESPONSE FUNCTION authKW 346990 1% 100% 4
7 RULE BASED MACHINE TRANSLATION authKW 346990 1% 100% 4
8 STATISTICAL MACHINE TRANSLATION SMT authKW 326965 2% 54% 7
9 STOCHASTIC FINITE STATE TRANSDUCERS authKW 309810 1% 71% 5
10 TECNOL INFORMAT address 274669 5% 17% 19

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 18957 60% 0% 212
2 Language & Linguistics 3299 14% 0% 49
3 Linguistics 2391 13% 0% 45
4 Computer Science, Information Systems 1166 15% 0% 54
5 Computer Science, Interdisciplinary Applications 879 14% 0% 49
6 Computer Science, Software Engineering 404 8% 0% 29
7 Acoustics 384 7% 0% 23
8 Computer Science, Theory & Methods 272 8% 0% 29
9 Engineering, Electrical & Electronic 194 16% 0% 56
10 Computer Science, Hardware & Architecture 130 4% 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 TECNOL INFORMAT 274669 5% 17% 19
2 NAT LANGUAGE PROC TEAM 173495 1% 100% 2
3 VOICE LANGUAGE 173495 1% 100% 2
4 NAT LANGUAGE PROC PORTUGUESE CHINESE MACHINE TR 156143 1% 60% 3
5 SISTEMAS INFORMAT COMPUTACIO 156143 1% 60% 3
6 LEHRSTUHL INFORMAT 6 147013 3% 17% 10
7 DECIS SYST SCI 111529 1% 43% 3
8 AREA COMP ARCHITECTURE 86748 0% 100% 1
9 COMP ENGN INFO SC 86748 0% 100% 1
10 COMP SCI INFORMAT SYST CSIS 86748 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 COMPUTATIONAL LINGUISTICS 167273 8% 7% 29
2 ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING 97387 2% 14% 8
3 COMPUTER SPEECH AND LANGUAGE 63514 7% 3% 23
4 IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING 14550 5% 1% 16
5 LANGUAGE RESOURCES AND EVALUATION 13923 2% 2% 7
6 NATURAL LANGUAGE ENGINEERING 12454 1% 3% 5
7 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 11115 13% 0% 46
8 INFORMATICA 5595 2% 1% 6
9 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 4778 2% 1% 7
10 VERBATIM 2890 0% 3% 1

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 STATISTICAL MACHINE TRANSLATION 2168648 13% 56% 45 Search STATISTICAL+MACHINE+TRANSLATION Search STATISTICAL+MACHINE+TRANSLATION
2 MACHINE TRANSLATION 862793 12% 24% 41 Search MACHINE+TRANSLATION Search MACHINE+TRANSLATION
3 WORD ALIGNMENT 552435 3% 58% 11 Search WORD+ALIGNMENT Search WORD+ALIGNMENT
4 WORD REORDERING 520485 2% 100% 6 Search WORD+REORDERING Search WORD+REORDERING
5 PHRASE BASED STATISTICAL MACHINE TRANSLATION 346990 1% 100% 4 Search PHRASE+BASED+STATISTICAL+MACHINE+TRANSLATION Search PHRASE+BASED+STATISTICAL+MACHINE+TRANSLATION
6 PROMOTIONAL RESPONSE FUNCTION 346990 1% 100% 4 Search PROMOTIONAL+RESPONSE+FUNCTION Search PROMOTIONAL+RESPONSE+FUNCTION
7 RULE BASED MACHINE TRANSLATION 346990 1% 100% 4 Search RULE+BASED+MACHINE+TRANSLATION Search RULE+BASED+MACHINE+TRANSLATION
8 STATISTICAL MACHINE TRANSLATION SMT 326965 2% 54% 7 Search STATISTICAL+MACHINE+TRANSLATION+SMT Search STATISTICAL+MACHINE+TRANSLATION+SMT
9 STOCHASTIC FINITE STATE TRANSDUCERS 309810 1% 71% 5 Search STOCHASTIC+FINITE+STATE+TRANSDUCERS Search STOCHASTIC+FINITE+STATE+TRANSDUCERS
10 INTERACTIVE MACHINE TRANSLATION 260243 1% 100% 3 Search INTERACTIVE+MACHINE+TRANSLATION Search INTERACTIVE+MACHINE+TRANSLATION

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 CASACUBERTA, F , VIDAL, E , (2007) LEARNING FINITE-STATE MODELS FOR MACHINE TRANSLATION.MACHINE LEARNING. VOL. 66. ISSUE 1. P. 69 -91 18 82% 3
2 CANOVAS, A , TOMAS, J , LLORET, J , GARCIA, M , (2013) STATISTICAL SPEECH TRANSLATION SYSTEM BASED ON VOICE RECOGNITION OPTIMIZATION USING MULTIMODAL SOURCES OF KNOWLEDGE AND CHARACTERISTICS VECTORS.COMPUTER STANDARDS & INTERFACES. VOL. 35. ISSUE 5. P. 490-506 10 100% 0
3 COSTA-JUSSA, MR , (2012) AN OVERVIEW OF THE PHRASE-BASED STATISTICAL MACHINE TRANSLATION TECHNIQUES.KNOWLEDGE ENGINEERING REVIEW. VOL. 27. ISSUE 4. P. 413-431 11 85% 1
4 COSTA-JUSSA, MR , FARRUS, M , (2014) STATISTICAL MACHINE TRANSLATION ENHANCEMENTS THROUGH LINGUISTIC LEVELS: A SURVEY.ACM COMPUTING SURVEYS. VOL. 46. ISSUE 3. P. - 11 79% 2
5 BARRACHINA, S , BENDER, O , CASACUBERTA, F , CIVERA, J , CUBEL, E , KHADIVI, S , LAGARDA, A , NEY, H , TOMAS, J , VIDAL, E , ET AL (2009) STATISTICAL APPROACHES TO COMPUTER-ASSISTED TRANSLATION.COMPUTATIONAL LINGUISTICS. VOL. 35. ISSUE 1. P. 3-28 10 77% 10
6 ANDRES-FERRER, J , CASACUBERTA-NOLLA, F , JUAN-CISCAR, A , (2008) ON THE STATISTICAL ESTIMATION OF STOCHASTIC FINITE-STATE TRANSDUCERS IN MACHINE TRANSLATION.APPLIED ARTIFICIAL INTELLIGENCE. VOL. 22. ISSUE 1-2. P. 4 -20 10 77% 0
7 COSTA-JUSSA, MR , CENTELLES, J , (2016) DESCRIPTION OF THE CHINESE-TO-SPANISH RULE-BASED MACHINE TRANSLATION SYSTEM DEVELOPED USING A HYBRID COMBINATION OF HUMAN ANNOTATION AND STATISTICAL TECHNIQUES.ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING. VOL. 15. ISSUE 1. P. - 6 100% 0
8 CASACUBERTA, F , FEDERICO, M , NEY, H , VIDAL, E , (2008) RECENT EFFORTS IN SPOKEN LANGUAGE TRANSLATION - A LOOK AT THE STATISTICAL APPROACH.IEEE SIGNAL PROCESSING MAGAZINE. VOL. 25. ISSUE 3. P. 80-88 7 100% 6
9 BISAZZA, A , FEDERICO, M , (2016) A SURVEY OF WORD REORDERING IN STATISTICAL MACHINE TRANSLATION: COMPUTATIONAL MODELS AND LANGUAGE PHENOMENA.COMPUTATIONAL LINGUISTICS. VOL. 42. ISSUE 2. P. 163 -205 8 73% 0
10 CASACUBERTA, F , NEY, H , OCH, FJ , VIDAL, E , VILAR, JM , BARRACHINA, S , GARCIA-VAREA, I , LLORENS, D , MARTINEZ, C , MOLAU, S , ET AL (2004) SOME APPROACHES TO STATISTICAL AND FINITE-STATE SPEECH-TO-SPEECH TRANSLATION.COMPUTER SPEECH AND LANGUAGE. VOL. 18. ISSUE 1. P. 25 -47 9 82% 24

Classes with closest relation at Level 1



Rank Class id link
1 20316 LANGUAGE MODELING//STATISTICAL LANGUAGE MODELING//LANGUAGE MODEL ADAPTATION
2 36168 MODAL LOGIC OF SUBSET SPACES//RACAI//TOPOLOGICAL REASONING
3 12112 CROSS LANGUAGE INFORMATION RETRIEVAL//STEMMING//INTER INFORMAT
4 21978 NAT LANGUAGE PROC INFORMAT SYST GRP//SEMANTIC ROLE LABELING//TIMEML
5 15021 SPOKEN DIALOGUE SYSTEMS//SPOKEN DIALOG SYSTEMS//DIALOGUE MANAGEMENT
6 30972 IMAGE TEXT RELATION//INTERACTIVE ILLUSTRATIONS//LANGUAGE VISUALISATION
7 10371 INDUCTIVE INFERENCE//GRAMMATICAL INFERENCE//IDENTIFICATION IN THE LIMIT
8 24916 CHINESE WORD SEGMENTATION//TEXT CHUNKING//PARTIAL PARSING
9 22970 CONTEXT FREE TREE GRAMMAR//CONTEXTUAL GRAMMARS//PARSING SCHEMATA
10 9301 WORDNET//WORD SENSE DISAMBIGUATION//SEMANTIC SIMILARITY

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