{"id":"https://openalex.org/W4317879253","doi":"https://doi.org/10.1162/tacl_a_00533","title":"Meta-Learning a Cross-lingual Manifold for Semantic Parsing","display_name":"Meta-Learning a Cross-lingual Manifold for Semantic Parsing","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4317879253","doi":"https://doi.org/10.1162/tacl_a_00533"},"language":"en","primary_location":{"id":"doi:10.1162/tacl_a_00533","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00533","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00533/2067873/tacl_a_00533.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00533/2067873/tacl_a_00533.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062078136","display_name":"Tom Sherborne","orcid":"https://orcid.org/0000-0002-2005-6541"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tom Sherborne","raw_affiliation_strings":["Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB, UK. tom.sherborne@ed.ac.uk"],"affiliations":[{"raw_affiliation_string":"Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB, UK. tom.sherborne@ed.ac.uk","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041024491","display_name":"Mirella Lapata","orcid":"https://orcid.org/0000-0002-2107-1516"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mirella Lapata","raw_affiliation_strings":["Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB, UK. mlap@inf.ed.ac.uk"],"affiliations":[{"raw_affiliation_string":"Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB, UK. mlap@inf.ed.ac.uk","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041024491","https://openalex.org/A5062078136"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":1.758,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.87157623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"49","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9995999932289124,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9087237119674683},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.7428224086761475},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7249003052711487},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6987529993057251},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6799607276916504},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5521742105484009},{"id":"https://openalex.org/keywords/semantic-role-labeling","display_name":"Semantic role labeling","score":0.43657466769218445},{"id":"https://openalex.org/keywords/top-down-parsing","display_name":"Top-down parsing","score":0.43268412351608276},{"id":"https://openalex.org/keywords/treebank","display_name":"Treebank","score":0.4313974976539612},{"id":"https://openalex.org/keywords/top-down-parsing-language","display_name":"Top-down parsing language","score":0.41643089056015015},{"id":"https://openalex.org/keywords/bottom-up-parsing","display_name":"Bottom-up parsing","score":0.28298598527908325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9087237119674683},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.7428224086761475},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7249003052711487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6987529993057251},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6799607276916504},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5521742105484009},{"id":"https://openalex.org/C67277372","wikidata":"https://www.wikidata.org/wiki/Q7449085","display_name":"Semantic role labeling","level":3,"score":0.43657466769218445},{"id":"https://openalex.org/C42560504","wikidata":"https://www.wikidata.org/wiki/Q15419395","display_name":"Top-down parsing","level":3,"score":0.43268412351608276},{"id":"https://openalex.org/C206134035","wikidata":"https://www.wikidata.org/wiki/Q811525","display_name":"Treebank","level":3,"score":0.4313974976539612},{"id":"https://openalex.org/C166651950","wikidata":"https://www.wikidata.org/wiki/Q7824365","display_name":"Top-down parsing language","level":5,"score":0.41643089056015015},{"id":"https://openalex.org/C60690694","wikidata":"https://www.wikidata.org/wiki/Q894902","display_name":"Bottom-up parsing","level":4,"score":0.28298598527908325},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1162/tacl_a_00533","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00533","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00533/2067873/tacl_a_00533.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/6554975e-fdf1-480d-a931-c0b46cebf358","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/6554975e-fdf1-480d-a931-c0b46cebf358","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sherborne, T & Lapata, M 2023, 'Meta-learning a cross-lingual manifold for semantic parsing', Transactions of the Association for Computational Linguistics, vol. 11, pp. 49-67. https://doi.org/10.1162/tacl_a_00533","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:696bb2c0680442b48ac1f10e881b3716","is_oa":true,"landing_page_url":"https://doaj.org/article/696bb2c0680442b48ac1f10e881b3716","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions of the Association for Computational Linguistics, Vol 11 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/tacl_a_00533","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00533","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00533/2067873/tacl_a_00533.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4317879253.pdf"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W1607035479","https://openalex.org/W2077302143","https://openalex.org/W2117756735","https://openalex.org/W2489487449","https://openalex.org/W2525778437","https://openalex.org/W2587586352","https://openalex.org/W2604665630","https://openalex.org/W2739503347","https://openalex.org/W2740592942","https://openalex.org/W2790804200","https://openalex.org/W2799915114","https://openalex.org/W2888541716","https://openalex.org/W2890431379","https://openalex.org/W2891555348","https://openalex.org/W2892181857","https://openalex.org/W2895715183","https://openalex.org/W2913668833","https://openalex.org/W2947108338","https://openalex.org/W2950434427","https://openalex.org/W2950797315","https://openalex.org/W2952768586","https://openalex.org/W2963043696","https://openalex.org/W2963250244","https://openalex.org/W2963617989","https://openalex.org/W2963847417","https://openalex.org/W2963866663","https://openalex.org/W2970605129","https://openalex.org/W2990438072","https://openalex.org/W2997422608","https://openalex.org/W3022054129","https://openalex.org/W3034835156","https://openalex.org/W3034942609","https://openalex.org/W3035172316","https://openalex.org/W3035579820","https://openalex.org/W3037109418","https://openalex.org/W3092465519","https://openalex.org/W3099192675","https://openalex.org/W3100251125","https://openalex.org/W3101642036","https://openalex.org/W3102483398","https://openalex.org/W3103962261","https://openalex.org/W3104040280","https://openalex.org/W3104820280","https://openalex.org/W3106302139","https://openalex.org/W3106381558","https://openalex.org/W3154267298","https://openalex.org/W3163842339","https://openalex.org/W3165977309","https://openalex.org/W3168656614","https://openalex.org/W3169423864","https://openalex.org/W3173185981","https://openalex.org/W3173888607","https://openalex.org/W3174724858","https://openalex.org/W3184487047","https://openalex.org/W3189951784","https://openalex.org/W3197274164","https://openalex.org/W3213394935","https://openalex.org/W3213760680","https://openalex.org/W3214600982","https://openalex.org/W4233217571","https://openalex.org/W4233907442","https://openalex.org/W4234091921","https://openalex.org/W4237040408","https://openalex.org/W4294646197","https://openalex.org/W6631190155","https://openalex.org/W6682058439","https://openalex.org/W6684702499","https://openalex.org/W6691866128","https://openalex.org/W6736057607","https://openalex.org/W6749306790","https://openalex.org/W6750254146","https://openalex.org/W6755207826","https://openalex.org/W6762910621","https://openalex.org/W6776331362","https://openalex.org/W6782072907","https://openalex.org/W6791777828","https://openalex.org/W6799297024"],"related_works":["https://openalex.org/W3143982968","https://openalex.org/W4320024782","https://openalex.org/W2529664582","https://openalex.org/W2159707670","https://openalex.org/W2804916787","https://openalex.org/W2792937288","https://openalex.org/W1929722976","https://openalex.org/W28706907","https://openalex.org/W2250979629","https://openalex.org/W4381248170"],"abstract_inverted_index":{"Abstract":[0],"Localizing":[1],"a":[2,54,60,119],"semantic":[3,50,61,103],"parser":[4,62,78],"to":[5,28,38,58,75,85,128],"support":[6],"new":[7,45,113],"languages":[8,46,74,91],"requires":[9],"effective":[10],"cross-lingual":[11,49,68,83],"generalization.":[12],"Recent":[13],"work":[14],"has":[15],"found":[16],"success":[17],"with":[18,63,126],"machine-translation":[19],"or":[20],"zero-shot":[21],"methods,":[22],"although":[23],"these":[24],"approaches":[25],"can":[26],"struggle":[27],"model":[29,121],"how":[30,37],"native":[31],"speakers":[32],"ask":[33],"questions.":[34],"We":[35,52],"consider":[36],"effectively":[39],"leverage":[40],"minimal":[41],"annotated":[42],"examples":[43],"in":[44,111],"for":[47,82],"few-shot":[48],"parsing.":[51],"introduce":[53],"first-order":[55],"meta-learning":[56],"algorithm":[57,71],"train":[59,76],"maximal":[64],"sample":[65],"efficiency":[66],"during":[67],"transfer.":[69],"Our":[70,115],"uses":[72],"high-resource":[73],"the":[77],"and":[79],"simultaneously":[80],"optimizes":[81],"generalization":[84,99,127],"lower-resource":[86],"languages.":[87],"Results":[88],"across":[89],"six":[90],"on":[92,122],"ATIS":[93],"demonstrate":[94],"that":[95],"our":[96],"combination":[97],"of":[98,107,133],"steps":[100],"yields":[101],"accurate":[102],"parsers":[104],"sampling":[105,131],"\u226410%":[106,132],"source":[108],"training":[109,134],"data":[110],"each":[112],"language.":[114],"approach":[116],"also":[117],"trains":[118],"competitive":[120],"Spider":[123],"using":[124],"English":[125],"Chinese":[129],"similarly":[130],"data.1":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}