{"id":"https://openalex.org/W2574621237","doi":null,"title":"Modeling Diachronic Change in Scientific Writing with Information Density","display_name":"Modeling Diachronic Change in Scientific Writing with Information Density","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2574621237","mag":"2574621237"},"language":"en","primary_location":{"id":"mag:2574621237","doi":null,"is_oa":false,"landing_page_url":"https://aclweb.org/anthology/C/C16/C16-1072.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306419219","display_name":"International Conference on Computational Linguistics","issn_l":"1525-2477","issn":["1525-2477"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Computational Linguistics","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059996362","display_name":"Rapha\u00ebl Rubino","orcid":"https://orcid.org/0000-0003-4353-7804","observed_orcids":["https://orcid.org/0000-0003-4353-7804"]},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Rubino","raw_affiliation_strings":["Dublin City University, Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0003-4353-7804","affiliations":[{"raw_affiliation_string":"Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031571626","display_name":"Stefania Degaetano\u2010Ortlieb","orcid":"https://orcid.org/0000-0002-4981-2363","observed_orcids":["https://orcid.org/0000-0002-4981-2363"]},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefania Degaetano\u2010Ortlieb","raw_affiliation_strings":["Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4981-2363","affiliations":[{"raw_affiliation_string":"Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007367807","display_name":"Elke Teich","orcid":"https://orcid.org/0000-0002-9936-7173","observed_orcids":["https://orcid.org/0000-0002-9936-7173"]},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elke Teich","raw_affiliation_strings":["Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9936-7173","affiliations":[{"raw_affiliation_string":"Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049194403","display_name":"Josef van Genabith","orcid":"https://orcid.org/0000-0003-1322-7944","observed_orcids":["https://orcid.org/0000-0003-1322-7944"]},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Josef van Genabith","raw_affiliation_strings":["Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1322-7944","affiliations":[{"raw_affiliation_string":"Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3241,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.51716717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"750","last_page":"761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.31049999594688416,"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":0.31049999594688416,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.17080000042915344,"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/T12377","display_name":"Digital Humanities and Scholarship","score":0.1185000017285347,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diachronic-change","display_name":"diachronic change","score":0.9390000104904175},{"id":"https://openalex.org/keywords/scientific-writing","display_name":"scientific writing","score":0.9829999804496765},{"id":"https://openalex.org/keywords/information-density","display_name":"information density","score":0.9470000267028809},{"id":"https://openalex.org/keywords/lexis","display_name":"lexis","score":0.7239999771118164},{"id":"https://openalex.org/keywords/parts-of-speech","display_name":"parts of speech","score":0.9779999852180481},{"id":"https://openalex.org/keywords/syntax","display_name":"syntax","score":0.9269999861717224},{"id":"https://openalex.org/keywords/feature-informativeness","display_name":"feature informativeness","score":0.765999972820282}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7568596601486206},{"id":"https://openalex.org/C516687495","wikidata":"https://www.wikidata.org/wiki/Q3226977","display_name":"Lexis","level":2,"score":0.6950443983078003},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.6251114010810852},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6129951477050781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5925443172454834},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.5589618682861328},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5004408359527588},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47184017300605774},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.468969464302063},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44503509998321533},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4434700310230255},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2574621237","doi":null,"is_oa":false,"landing_page_url":"https://aclweb.org/anthology/C/C16/C16-1072.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306419219","display_name":"International Conference on Computational Linguistics","issn_l":"1525-2477","issn":["1525-2477"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Computational Linguistics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W126222424","https://openalex.org/W294466356","https://openalex.org/W1552472270","https://openalex.org/W1967522279","https://openalex.org/W2006935614","https://openalex.org/W2032471286","https://openalex.org/W2041404167","https://openalex.org/W2054125330","https://openalex.org/W2056132907","https://openalex.org/W2072644219","https://openalex.org/W2079066173","https://openalex.org/W2080404274","https://openalex.org/W2102343050","https://openalex.org/W2118585731","https://openalex.org/W2123442489","https://openalex.org/W2128925311","https://openalex.org/W2139450036","https://openalex.org/W2148763605","https://openalex.org/W2157191375","https://openalex.org/W2157465017","https://openalex.org/W2166354010","https://openalex.org/W2398648391","https://openalex.org/W2472237015","https://openalex.org/W2481104845","https://openalex.org/W2510536055","https://openalex.org/W2577886823","https://openalex.org/W3003388224","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W2911404097","https://openalex.org/W2510536055","https://openalex.org/W3086458368","https://openalex.org/W4306382341","https://openalex.org/W2953368978","https://openalex.org/W7223249846","https://openalex.org/W2250666775","https://openalex.org/W3213991747","https://openalex.org/W4411369514","https://openalex.org/W7033852621"],"abstract_inverted_index":{"Previous":[0],"linguistic":[1,125],"research":[2],"on":[3,41,52,123],"scientific":[4,13,61],"writing":[5],"has":[6],"shown":[7],"that":[8,86],"language":[9],"use":[10],"in":[11,17,113],"the":[12,28,68,73],"domain":[14],"varies":[15],"considerably":[16],"register":[18],"and":[19,46,58],"style":[20],"over":[21],"time.":[22],"In":[23],"this":[24,80],"paper":[25],"we":[26],"investigate":[27],"introduction":[29,74],"of":[30,70,75,110,120],"information":[31,76],"theory":[32],"inspired":[33],"features":[34,78,88],"to":[35,79,101,115],"study":[36],"long":[37],"term":[38],"diachronic":[39,121],"change":[40,122],"three":[42],"levels:":[43],"lexis,":[44],"part-of-speech":[45],"syntax.":[47],"Our":[48],"approach":[49],"is":[50,82],"based":[51],"distinguishing":[53],"between":[54],"sentences":[55],"from":[56],"19th":[57],"20th":[59],"century":[60],"abstracts":[62],"using":[63],"supervised":[64],"classification":[65],"models.":[66,104],"To":[67],"best":[69],"our":[71],"knowledge,":[72],"theoretic":[77],"task":[81],"novel.":[83],"We":[84,105],"show":[85],"these":[87],"outperform":[89],"more":[90,102],"traditional":[91],"features,":[92],"such":[93],"as":[94],"token":[95],"or":[96],"character":[97],"n-grams,":[98],"while":[99],"leading":[100],"compact":[103],"present":[106],"a":[107,117],"detailed":[108],"analysis":[109],"feature":[111],"informativeness":[112],"order":[114],"gain":[116],"better":[118],"understanding":[119],"different":[124],"levels.":[126]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-01-26T00:00:00"}
