{"id":"https://openalex.org/W3015773172","doi":"https://doi.org/10.1007/978-3-030-45442-5_42","title":"Easing Legal News Monitoring with Learning to Rank and BERT","display_name":"Easing Legal News Monitoring with Learning to Rank and BERT","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3015773172","doi":"https://doi.org/10.1007/978-3-030-45442-5_42","mag":"3015773172"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-45442-5_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-45442-5_42","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7148065","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007552596","display_name":"Luis Sanchez","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Luis Sanchez","raw_affiliation_strings":["Signal AI, London, UK","University College of London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal AI, London, UK","institution_ids":[]},{"raw_affiliation_string":"University College of London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103787089","display_name":"Jiyin He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiyin He","raw_affiliation_strings":["Signal AI, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal AI, London, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042415027","display_name":"Jarana Manotumruksa","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jarana Manotumruksa","raw_affiliation_strings":["University College of London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College of London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082364049","display_name":"Dyaa Albakour","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dyaa Albakour","raw_affiliation_strings":["Signal AI, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal AI, London, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062603092","display_name":"Miguel Mart\u00ednez","orcid":"https://orcid.org/0000-0003-1405-5099"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miguel Martinez","raw_affiliation_strings":["Signal AI, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal AI, London, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058519912","display_name":"Aldo Lipani","orcid":"https://orcid.org/0000-0002-3643-6493"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aldo Lipani","raw_affiliation_strings":["University College of London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College of London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.026,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92907764,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"336","last_page":"343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9987000226974487,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9972000122070312,"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":0.8647595643997192},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7280317544937134},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7185353636741638},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.6997477412223816},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6400595307350159},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6096478700637817},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.5184968709945679},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5037567019462585},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.49573859572410583},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49371275305747986},{"id":"https://openalex.org/keywords/information-needs","display_name":"Information needs","score":0.4422283172607422},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.42016878724098206},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3122296929359436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31140437722206116},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.22756940126419067},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.11873787641525269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8647595643997192},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7280317544937134},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7185353636741638},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.6997477412223816},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6400595307350159},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6096478700637817},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.5184968709945679},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5037567019462585},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.49573859572410583},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49371275305747986},{"id":"https://openalex.org/C78999398","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"Information needs","level":2,"score":0.4422283172607422},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.42016878724098206},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3122296929359436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31140437722206116},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.22756940126419067},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.11873787641525269},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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:10.1007/978-3-030-45442-5_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-45442-5_42","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10090451","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10090451/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:  Proceedings of the European Conference on Information Retrieval ECIR 2020: Advances in Information Retrieval.  (pp. pp. 336-343).  Springer, Cham: Cham, Switzerland. (2020)     ","raw_type":"Proceedings paper"},{"id":"pmh:oai:pubmedcentral.nih.gov:7148065","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7148065","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Information Retrieval","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7148065","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7148065","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Information Retrieval","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W63592799","https://openalex.org/W133394232","https://openalex.org/W1481128830","https://openalex.org/W1602368597","https://openalex.org/W1967390364","https://openalex.org/W1973435495","https://openalex.org/W1979705858","https://openalex.org/W2048587526","https://openalex.org/W2096932043","https://openalex.org/W2099813784","https://openalex.org/W2110453538","https://openalex.org/W2149427297","https://openalex.org/W2792416138","https://openalex.org/W2883671141","https://openalex.org/W2909523012","https://openalex.org/W2940927814","https://openalex.org/W2943914785","https://openalex.org/W2963341956","https://openalex.org/W2970597249","https://openalex.org/W3013426078","https://openalex.org/W3102286003"],"related_works":["https://openalex.org/W1483679762","https://openalex.org/W1965565478","https://openalex.org/W3036335698","https://openalex.org/W1921936017","https://openalex.org/W4287754052","https://openalex.org/W4390926363","https://openalex.org/W2109141752","https://openalex.org/W4367189613","https://openalex.org/W2035739021","https://openalex.org/W2987487076"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}