{"id":"https://openalex.org/W2136661121","doi":"https://doi.org/10.1109/icassp.2006.1660096","title":"Learning Edit Machines for Robust Multimodal Understanding","display_name":"Learning Edit Machines for Robust Multimodal Understanding","publication_year":2006,"publication_date":"2006-08-03","ids":{"openalex":"https://openalex.org/W2136661121","doi":"https://doi.org/10.1109/icassp.2006.1660096","mag":"2136661121"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2006.1660096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2006.1660096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058476987","display_name":"Michael Johnston","orcid":"https://orcid.org/0000-0001-9869-6357"},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M. Johnston","raw_affiliation_strings":["AT and T Research Laboratories, Florham Park, NJ, USA","AT&T Labs\u2014\u2014Research, Florham Park, NJ#TAB#"],"affiliations":[{"raw_affiliation_string":"AT and T Research Laboratories, Florham Park, NJ, USA","institution_ids":["https://openalex.org/I1283103587"]},{"raw_affiliation_string":"AT&T Labs\u2014\u2014Research, Florham Park, NJ#TAB#","institution_ids":["https://openalex.org/I1283103587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111475783","display_name":"Srinivas Bangalore","orcid":null},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Bangalore","raw_affiliation_strings":["AT and T Research Laboratories, Florham Park, NJ, USA","AT&T Labs\u2014\u2014Research, Florham Park, NJ#TAB#"],"affiliations":[{"raw_affiliation_string":"AT and T Research Laboratories, Florham Park, NJ, USA","institution_ids":["https://openalex.org/I1283103587"]},{"raw_affiliation_string":"AT&T Labs\u2014\u2014Research, Florham Park, NJ#TAB#","institution_ids":["https://openalex.org/I1283103587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058476987"],"corresponding_institution_ids":["https://openalex.org/I1283103587"],"apc_list":null,"apc_paid":null,"fwci":0.9036,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81211416,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"I","last_page":"617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8409191370010376},{"id":"https://openalex.org/keywords/rule-based-machine-translation","display_name":"Rule-based machine translation","score":0.6921965479850769},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.636582612991333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.571060061454773},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.5136508345603943},{"id":"https://openalex.org/keywords/finite-state-machine","display_name":"Finite-state machine","score":0.5120923519134521},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.50553297996521},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.48896563053131104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34357917308807373},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21240079402923584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8409191370010376},{"id":"https://openalex.org/C53893814","wikidata":"https://www.wikidata.org/wiki/Q7378909","display_name":"Rule-based machine translation","level":2,"score":0.6921965479850769},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.636582612991333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.571060061454773},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.5136508345603943},{"id":"https://openalex.org/C167822520","wikidata":"https://www.wikidata.org/wiki/Q176452","display_name":"Finite-state machine","level":2,"score":0.5120923519134521},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.50553297996521},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.48896563053131104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34357917308807373},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21240079402923584},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2006.1660096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2006.1660096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.800000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2043099","https://openalex.org/W186132668","https://openalex.org/W1502280421","https://openalex.org/W1517870057","https://openalex.org/W1518634753","https://openalex.org/W1538585905","https://openalex.org/W1958407717","https://openalex.org/W2025870341","https://openalex.org/W2041260878","https://openalex.org/W2083325968","https://openalex.org/W2102443632","https://openalex.org/W2103205919","https://openalex.org/W2108108911","https://openalex.org/W2126891226","https://openalex.org/W2148019601","https://openalex.org/W2154681956","https://openalex.org/W2156985047","https://openalex.org/W2157870493","https://openalex.org/W2165861304","https://openalex.org/W2283591858","https://openalex.org/W2290739557","https://openalex.org/W2295375623","https://openalex.org/W2952238071","https://openalex.org/W3088781800","https://openalex.org/W4240980716","https://openalex.org/W6600080579","https://openalex.org/W6676197023"],"related_works":["https://openalex.org/W3011059803","https://openalex.org/W3151736118","https://openalex.org/W4362495644","https://openalex.org/W2770593030","https://openalex.org/W2962780935","https://openalex.org/W4281727072","https://openalex.org/W4281261571","https://openalex.org/W2560201613","https://openalex.org/W3154990682","https://openalex.org/W2132109814"],"abstract_inverted_index":{"Multimodal":[0],"grammars":[1,14,47],"provide":[2],"an":[3,65],"expressive":[4],"formalism":[5],"for":[6],"multimodal":[7,13,46,56,101],"integration":[8],"and":[9,84],"understanding.":[10],"However,":[11],"hand-crafted":[12,89],"can":[15,39],"be":[16,40],"brittle":[17],"with":[18,42],"respect":[19],"to":[20,54],"unexpected,":[21],"erroneous,":[22],"or":[23],"disfluent":[24],"inputs.":[25],"In":[26,60],"previous":[27,94],"work,":[28],"we":[29,63],"have":[30],"shown":[31],"how":[32],"the":[33,43,55,68,97],"robustness":[34],"of":[35,45,99],"stochastic":[36],"language":[37,57],"models":[38],"combined":[41],"expressiveness":[44],"by":[48],"adding":[49],"a":[50,75,100],"finite-state":[51],"edit":[52,90],"machine":[53],"processing":[58],"cascade.":[59],"this":[61,82],"paper,":[62],"present":[64],"approach":[66],"where":[67],"edits":[69],"are":[70],"trained":[71],"from":[72,92],"data":[73],"using":[74],"noisy":[76],"channel":[77],"model":[78,83],"paradigm.":[79],"We":[80],"evaluate":[81],"compare":[85],"its":[86],"performance":[87],"against":[88],"machines":[91],"our":[93],"work":[95],"in":[96],"context":[98],"conversational":[102],"system":[103],"(MATCH)":[104]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
