{"id":"https://openalex.org/W1814992895","doi":"https://doi.org/10.1162/tacl_a_00143","title":"From Paraphrase Database to Compositional Paraphrase Model and Back","display_name":"From Paraphrase Database to Compositional Paraphrase Model and Back","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W1814992895","doi":"https://doi.org/10.1162/tacl_a_00143","mag":"1814992895"},"language":"en","primary_location":{"id":"doi:10.1162/tacl_a_00143","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00143","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00143","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":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00143","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002499277","display_name":"John Wieting","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Wieting","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA,","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001987532","display_name":"Mohit Bansal","orcid":"https://orcid.org/0000-0001-5522-1351"},"institutions":[{"id":"https://openalex.org/I160992636","display_name":"Toyota Technological Institute at Chicago","ror":"https://ror.org/02sn5gb64","country_code":"US","type":"education","lineage":["https://openalex.org/I160992636"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohit Bansal","raw_affiliation_strings":["Toyota Technological Institute at Chicago, Chicago, IL, 60637, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toyota Technological Institute at Chicago, Chicago, IL, 60637, USA,","institution_ids":["https://openalex.org/I160992636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081022650","display_name":"Kevin Gimpel","orcid":null},"institutions":[{"id":"https://openalex.org/I160992636","display_name":"Toyota Technological Institute at Chicago","ror":"https://ror.org/02sn5gb64","country_code":"US","type":"education","lineage":["https://openalex.org/I160992636"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Gimpel","raw_affiliation_strings":["Toyota Technological Institute at Chicago, Chicago, IL, 60637, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toyota Technological Institute at Chicago, Chicago, IL, 60637, USA,","institution_ids":["https://openalex.org/I160992636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015602781","display_name":"Karen Livescu","orcid":"https://orcid.org/0000-0003-4962-946X"},"institutions":[{"id":"https://openalex.org/I160992636","display_name":"Toyota Technological Institute at Chicago","ror":"https://ror.org/02sn5gb64","country_code":"US","type":"education","lineage":["https://openalex.org/I160992636"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karen Livescu","raw_affiliation_strings":["Toyota Technological Institute at Chicago, Chicago, IL, 60637, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toyota Technological Institute at Chicago, Chicago, IL, 60637, USA,","institution_ids":["https://openalex.org/I160992636"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":55.0031,"has_fulltext":true,"cited_by_count":264,"citation_normalized_percentile":{"value":0.99875917,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"3","issue":null,"first_page":"345","last_page":"358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","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/T13629","display_name":"Text Readability and Simplification","score":0.9944999814033508,"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/paraphrase","display_name":"Paraphrase","score":0.980087161064148},{"id":"https://openalex.org/keywords/bigram","display_name":"Bigram","score":0.8173909187316895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7917727828025818},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.7484434843063354},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7150980830192566},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6878511905670166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6432561874389648},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32189035415649414}],"concepts":[{"id":"https://openalex.org/C2780922921","wikidata":"https://www.wikidata.org/wiki/Q255189","display_name":"Paraphrase","level":2,"score":0.980087161064148},{"id":"https://openalex.org/C108757681","wikidata":"https://www.wikidata.org/wiki/Q2773912","display_name":"Bigram","level":3,"score":0.8173909187316895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7917727828025818},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.7484434843063354},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7150980830192566},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6878511905670166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6432561874389648},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32189035415649414},{"id":"https://openalex.org/C137546455","wikidata":"https://www.wikidata.org/wiki/Q3213474","display_name":"Trigram","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1162/tacl_a_00143","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00143","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00143","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:CiteSeerX.psu:10.1.1.727.7622","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.727.7622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ttic.uchicago.edu/%7Ewieting/wieting2015TACL.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:0d7a7c5e7b534134a75f8f053f36f033","is_oa":false,"landing_page_url":"https://doaj.org/article/0d7a7c5e7b534134a75f8f053f36f033","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions of the Association for Computational Linguistics, Vol 3 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/tacl_a_00143","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00143","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00143","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":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1814992895.pdf","grobid_xml":"https://content.openalex.org/works/W1814992895.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W97201605","https://openalex.org/W174630521","https://openalex.org/W1498740961","https://openalex.org/W1503259811","https://openalex.org/W1608322251","https://openalex.org/W1832693441","https://openalex.org/W1854884267","https://openalex.org/W1980776243","https://openalex.org/W1984052055","https://openalex.org/W2061556378","https://openalex.org/W2067438047","https://openalex.org/W2086039194","https://openalex.org/W2097137621","https://openalex.org/W2100049286","https://openalex.org/W2100693535","https://openalex.org/W2103305545","https://openalex.org/W2123442489","https://openalex.org/W2131726681","https://openalex.org/W2137607259","https://openalex.org/W2143927888","https://openalex.org/W2145815109","https://openalex.org/W2146502635","https://openalex.org/W2147152072","https://openalex.org/W2149557440","https://openalex.org/W2150361938","https://openalex.org/W2153579005","https://openalex.org/W2153635508","https://openalex.org/W2155484602","https://openalex.org/W2165496929","https://openalex.org/W2170682101","https://openalex.org/W2175392422","https://openalex.org/W2250225488","https://openalex.org/W2250539671","https://openalex.org/W2250930514","https://openalex.org/W2251044566","https://openalex.org/W2251874715","https://openalex.org/W2251939518","https://openalex.org/W2950577311","https://openalex.org/W2979401726","https://openalex.org/W3105439152","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W416633688","https://openalex.org/W2978707643","https://openalex.org/W4378713476","https://openalex.org/W2294233724","https://openalex.org/W2169813772","https://openalex.org/W4310803295","https://openalex.org/W2736149021","https://openalex.org/W2007563177","https://openalex.org/W4248451614","https://openalex.org/W1973985309"],"abstract_inverted_index":{"The":[0],"Paraphrase":[1],"Database":[2],"(PPDB;":[3],"Ganitkevitch":[4],"et":[5],"al.,":[6],"2013)":[7],"is":[8,26],"an":[9],"extensive":[10],"semantic":[11],"resource,":[12],"consisting":[13],"of":[14,17,40],"a":[15],"list":[16],"phrase":[18,54,84,131],"pairs":[19,55,67],"with":[20],"(heuristic)":[21],"confidence":[22],"estimates.":[23],"However,":[24],"it":[25,30],"still":[27],"unclear":[28],"how":[29],"can":[31],"best":[32],"be":[33],"used,":[34],"due":[35],"to":[36,51,59,100],"the":[37,41,53,57,71],"heuristic":[38],"nature":[39],"confidences":[42],"and":[43,119,123],"its":[44,78],"necessarily":[45],"incomplete":[46],"coverage.":[47,79],"We":[48],"propose":[49],"models":[50,63],"leverage":[52],"from":[56],"PPDB":[58],"build":[60],"parametric":[61],"paraphrase":[62,66,107,132],"that":[64],"score":[65],"more":[68],"accurately":[69],"than":[70],"PPDB\u2019s":[72],"internal":[73],"scores":[74],"while":[75],"simultaneously":[76],"improving":[77],"They":[80],"allow":[81],"for":[82],"learning":[83],"embeddings":[85],"as":[86,88],"well":[87],"improved":[89],"word":[90,118],"embeddings.":[91],"Moreover,":[92],"we":[93,112],"introduce":[94],"two":[95],"new,":[96],"manually":[97],"annotated":[98],"datasets":[99],"evaluate":[101],"short-phrase":[102],"paraphrasing":[103],"models.":[104],"Using":[105],"our":[106,128],"model":[108],"trained":[109],"using":[110],"PPDB,":[111],"achieve":[113],"state-of-the-art":[114],"results":[115],"on":[116,127],"standard":[117],"bigram":[120],"similarity":[121],"tasks":[122],"beat":[124],"strong":[125],"baselines":[126],"new":[129],"short":[130],"tasks.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":39},{"year":2019,"cited_by_count":42},{"year":2018,"cited_by_count":69},{"year":2017,"cited_by_count":33},{"year":2016,"cited_by_count":22},{"year":2015,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
