Unsupervised combination of metrics for semantic class induction

2006 IEEE ACL Spoken Language Technology Workshop, SLT 2006, Proceedings

Volumn , Issue , 2006, Pages 86-89

  Iosif, Elias ^a   Tegos, Athanasios ^a   Pangos, Apostolos ^a   Fosler Lussier, Eric ^a   Potamianos, Alexandros ^b  

^a TECHNICAL UNIVERSITY OF CRETE   (Greece)

^b Ohio State University   (United States)

Author keywords

Information retrieval; Ontology creation; Text processing

Indexed keywords

ALGORITHMS; BOOLEAN FUNCTIONS; IMAGE RETRIEVAL; INFORMATION RETRIEVAL SYSTEMS; INFORMATION THEORY; LINGUISTICS; SEMANTICS; SOFTWARE AGENTS; VECTORS; ITERATIVE METHODS; ONTOLOGY;

ADAPTIVE WEIGHTING; APPLICATION-SPECIFIC; CONTEXT VECTORS; CORPORA (CO); INDUCTION ALGORITHMS; METRICS (CO); NEWS DOMAIN; ON THE FLY (OTF); RELATIVE ERROR (RE); SEMANTIC SIMILARITY; SPOKEN LANGUAGES; UNSUPERVISED ALGORITHMS; WEIGHTING SCHEMES;

ITERATIVE METHODS; TEXT PROCESSING;

ADAPTIVE WEIGHTING; CONTEXT VECTOR; INDUCTION ALGORITHMS; ONTOLOGY CREATIONS; SEMANTIC CLASS INDUCTIONS; SEMANTIC SIMILARITY; SIMILARITY METRICS; TEXT-PROCESSING; UNSUPERVISED ALGORITHMS; WEIGHTING SCHEME;

EID: 48749123007     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SLT.2006.326823     Document Type: Conference Paper

References (7)

1. Pargellis, A., Fosler-Lussier, E., Lee, C., Potamianos, A., Tsai, A., "Auto-Induced Semantic Classes," Speech Communication. 43, 183-203., 2004.
2. Siu, K.-C., Meng, H.M., "Semi-automatic acquisition of domain-specific semantic structures," In: Proc. EUROSPEECH, 1999.
3. Pargellis, A., Fosler-Lussier, E., Potamianos, A., Lee, C., "A comparison of four metrics for auto-inducing semantic classes," In: Proc. ASRU, 2001.
4. Pangos, A., Iosif, E., Potamianos, A., Fosler-Lussier, E., "Combining statistical similarity measures for automatic induction of semantic classes," In: Proc. ASRU, 2005.
5. Herbert R., Goodenough, B.J., "Contextual Correlates of Synonymy," Communications of the ACM, vol. 8, 1965.
6. Sebastiani, F., "Machine learning in automated text categorization," ACM Computing Surveys, 34(1):1 47, 2002.
7. Potamianos, A., Sanchez-Soto, E., Daoudi, K., "Stream weight computation for multi-stream classifiers," In: Proc. ICASSP, 2006.