{"id":"https://openalex.org/W2103129751","doi":null,"title":"Transfer Learning for Constituency-Based Grammars","display_name":"Transfer Learning for Constituency-Based Grammars","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2103129751","mag":"2103129751"},"language":"en","primary_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/99753","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/99753","pdf_url":"http://hdl.handle.net/1721.1/99753","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1721.1/99753","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yuan Zhang","orcid":"https://orcid.org/0000-0002-1624-3715","observed_orcids":["https://orcid.org/0000-0002-1624-3715"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuan Zhang","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, United States"],"raw_orcid":"https://orcid.org/0000-0002-1624-3715","affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010124873","display_name":"Regina Barzilay","orcid":"https://orcid.org/0000-0002-2921-8201","observed_orcids":["https://orcid.org/0000-0002-2921-8201"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Regina Barzilay","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047817959","display_name":"Amir Globerson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amir Globerson","raw_affiliation_strings":["Hewlett-Packard (United States), Palo Alto, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett-Packard (United States), Palo Alto, United States","institution_ids":["https://openalex.org/I1324840837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2264,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.3536384,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"291","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9955999851226807,"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":0.9955999851226807,"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/T10034","display_name":"Syntax, Semantics, Linguistic Variation","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.00039999998989515007,"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/transfer-learning","display_name":"transfer learning","score":0.8220000267028809},{"id":"https://openalex.org/keywords/syntactic-analysis","display_name":"syntactic analysis","score":0.5519999861717224},{"id":"https://openalex.org/keywords/head-driven-phrase-structure-grammar","display_name":"HPSG","score":0.7279999852180481},{"id":"https://openalex.org/keywords/landfill-gas","display_name":"landfill gas","score":0.890999972820282},{"id":"https://openalex.org/keywords/penn-treebank","display_name":"Penn Treebank","score":0.6940000057220459}],"concepts":[{"id":"https://openalex.org/C206134035","wikidata":"https://www.wikidata.org/wiki/Q811525","display_name":"Treebank","level":3,"score":0.9792689681053162},{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.8620821237564087},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.827774167060852},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8255628347396851},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.7213085889816284},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6878955960273743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6512155532836914},{"id":"https://openalex.org/C53893814","wikidata":"https://www.wikidata.org/wiki/Q7378909","display_name":"Rule-based machine translation","level":2,"score":0.6185457706451416},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.47087037563323975},{"id":"https://openalex.org/C152862876","wikidata":"https://www.wikidata.org/wiki/Q379294","display_name":"Head-driven phrase structure grammar","level":3,"score":0.465386301279068},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3944736123085022},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07828646898269653},{"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/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:dspace.mit.edu:1721.1/99753","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/99753","pdf_url":"http://hdl.handle.net/1721.1/99753","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.387.3017","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.387.3017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://aclweb.org/anthology/P/P13/P13-1029.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.455.9070","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.455.9070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.csail.mit.edu/yuanzh/papers/acl2013.pdf","raw_type":"text"},{"id":"mag:2103129751","doi":null,"is_oa":false,"landing_page_url":"http://dspace.mit.edu/bitstream/handle/1721.1/99753/Barzilay_Transfer%20learning.pdf?sequence=1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Meeting of the Association for Computational Linguistics","raw_type":null}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/99753","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/99753","pdf_url":"http://hdl.handle.net/1721.1/99753","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2103129751.pdf","grobid_xml":"https://content.openalex.org/works/W2103129751.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W4252131","https://openalex.org/W13173216","https://openalex.org/W98423455","https://openalex.org/W108437174","https://openalex.org/W120496549","https://openalex.org/W207701337","https://openalex.org/W967663747","https://openalex.org/W1488557242","https://openalex.org/W1510543252","https://openalex.org/W1521190430","https://openalex.org/W1535015163","https://openalex.org/W1552893476","https://openalex.org/W1567277581","https://openalex.org/W1572215484","https://openalex.org/W1583096824","https://openalex.org/W1632114991","https://openalex.org/W1879337757","https://openalex.org/W1965893653","https://openalex.org/W1969245183","https://openalex.org/W1998235220","https://openalex.org/W2007155591","https://openalex.org/W2038248725","https://openalex.org/W2092654472","https://openalex.org/W2102366626","https://openalex.org/W2112428003","https://openalex.org/W2115321439","https://openalex.org/W2123325748","https://openalex.org/W2125712079","https://openalex.org/W2143458716","https://openalex.org/W2143541936","https://openalex.org/W2152224036","https://openalex.org/W2152691628","https://openalex.org/W2158108973","https://openalex.org/W3029645440"],"related_works":["https://openalex.org/W7096978170","https://openalex.org/W4404908682","https://openalex.org/W2564663390","https://openalex.org/W2573244676","https://openalex.org/W2793608041","https://openalex.org/W7096316364","https://openalex.org/W3006773725","https://openalex.org/W3213371964","https://openalex.org/W3037485215","https://openalex.org/W2103504425"],"abstract_inverted_index":{"In":[0],"this":[1,73],"paper,":[2],"we":[3,76],"consider":[4],"the":[5,32,44,50,99,120,131,137],"problem":[6],"of":[7,28,39,49,93],"cross-formalism":[8],"transfer":[9,97],"in":[10,15],"parsing.":[11],"We":[12,105],"are":[13],"interested":[14],"parsing":[16,103],"constituency-based":[17,111],"grammars":[18,112],"such":[19],"as":[20],"HPSG":[21],"and":[22,35,68,85,116],"CCG":[23],"using":[24],"a":[25,36,54,78],"small":[26],"amount":[27],"data":[29],"specific":[30],"for":[31],"target":[33,51,86,132],"formalism,":[34],"large":[37],"quantity":[38],"coarse":[40,138],"CFG":[41,84],"annotations":[42],"from":[43,136],"Penn":[45,60,121],"Treebank.":[46],"While":[47],"all":[48,128],"formalisms":[52],"share":[53],"similar":[55],"basic":[56],"syntactic":[57],"structure":[58],"with":[59,119],"Treebank":[61],"CFG,":[62],"they":[63],"also":[64],"encode":[65],"additional":[66],"constraints":[67],"semantic":[69],"features.":[70],"To":[71],"handle":[72],"apparent":[74],"discrepancy,":[75],"design":[77],"probabilistic":[79],"model":[80,90],"that":[81,126],"jointly":[82],"generates":[83],"formalism":[87],"parses.":[88],"The":[89],"includes":[91],"features":[92],"both":[94],"parses,":[95],"allowing":[96],"between":[98],"formalisms,":[100,130],"while":[101],"preserving":[102],"efficiency.":[104],"evaluate":[106],"our":[107],"approach":[108],"on":[109],"three":[110,129],"\u2014":[113],"CCG,":[114],"HPSG,":[115],"LFG,":[117],"augmented":[118],"Treebank-1.":[122],"Our":[123],"experiments":[124],"show":[125],"across":[127],"parsers":[133],"significantly":[134],"benefit":[135],"annotations.":[139]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2016-06-24T00:00:00"}