{"id":"https://openalex.org/W3003475809","doi":"https://doi.org/10.3233/faia190312","title":"ERST: Leveraging Topic Features for Context-Aware Legal Reference Linking","display_name":"ERST: Leveraging Topic Features for Context-Aware Legal Reference Linking","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W3003475809","doi":"https://doi.org/10.3233/faia190312","mag":"3003475809"},"language":"en","primary_location":{"id":"doi:10.3233/faia190312","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia190312","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/faia190312","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021949040","display_name":"Sabine Wehnert","orcid":"https://orcid.org/0000-0002-5290-0321"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Wehnert Sabine","raw_affiliation_strings":["Otto-von-Guericke University Magdeburg, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Campero Durand Gabriel","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Campero Durand Gabriel","raw_affiliation_strings":["Otto-von-Guericke University Magdeburg, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042946019","display_name":"Gunter Saake","orcid":"https://orcid.org/0000-0001-9576-8474"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Saake Gunter","raw_affiliation_strings":["Otto-von-Guericke University Magdeburg, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021949040"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":null,"apc_paid":null,"fwci":2.9795,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92636361,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9672999978065491,"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":0.9455000162124634,"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/context","display_name":"Context (archaeology)","score":0.5176628232002258},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5096557140350342},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.1833478808403015},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.04161912202835083}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5176628232002258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5096557140350342},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.1833478808403015},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.04161912202835083}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia190312","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia190312","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia190312","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia190312","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"As":[0,105],"legal":[1,19,31,46,56,63,85,146],"regulations":[2],"evolve,":[3],"companies":[4],"and":[5,12,87,98,144,148,161],"organizations":[6],"are":[7,65],"tasked":[8],"with":[9,115,131],"quickly":[10],"understanding":[11],"adapting":[13],"to":[14,51,83,119],"regulation":[15],"changes.":[16],"Tools":[17],"like":[18],"knowledge":[20],"bases":[21],"can":[22],"facilitate":[23],"this":[24,75],"process,":[25],"by":[26,55],"either":[27],"helping":[28],"users":[29],"navigate":[30],"information":[32],"or":[33,69],"become":[34],"aware":[35],"of":[36,112,124,134],"potentially":[37],"relevant":[38,122],"updates.":[39],"At":[40],"their":[41],"core,":[42],"these":[43],"tools":[44],"require":[45],"references":[47,64,86,147],"from":[48],"many":[49],"sources":[50,136],"be":[52],"unified,":[53],"e.g.,":[54],"entity":[57,103,159],"linking.":[58],"This":[59],"is":[60],"challenging":[61],"since":[62],"often":[66],"implicitly":[67],"expressed,":[68],"combined":[70],"via":[71],"a":[72,79,91,128,132],"context.":[73],"In":[74],"paper,":[76],"we":[77,108],"prototype":[78],"machine":[80],"learning":[81],"approach":[82],"link":[84],"retrieve":[88],"combinations":[89],"for":[90,140],"given":[92],"context,":[93],"based":[94],"on":[95,137],"standard":[96],"features":[97,114],"classifiers,":[99],"as":[100],"used":[101],"in":[102,156],"resolution.":[104],"an":[106,110],"extension,":[107],"evaluate":[109],"enhancement":[111],"those":[113],"topic":[116,142,151],"vectors,":[117],"aiming":[118],"capture":[120],"the":[121,125],"context":[123],"passage":[126],"containing":[127],"reference.We":[129],"experiment":[130],"repository":[133],"authoritative":[135],"German":[138],"law":[139],"building":[141],"models":[143,152],"extracting":[145],"report":[149],"that":[150],"do":[153],"indeed":[154],"contribute":[155],"improving":[157],"supervised":[158],"linking":[160],"reference":[162],"retrieval.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2020-02-07T00:00:00"}