{"id":"https://openalex.org/W2772421893","doi":"https://doi.org/10.26615/978-954-452-049-6_070","title":"Classifying Frames at the Sentence Level in News Articles","display_name":"Classifying Frames at the Sentence Level in News Articles","publication_year":2017,"publication_date":"2017-11-10","ids":{"openalex":"https://openalex.org/W2772421893","doi":"https://doi.org/10.26615/978-954-452-049-6_070","mag":"2772421893"},"language":"en","primary_location":{"id":"doi:10.26615/978-954-452-049-6_070","is_oa":true,"landing_page_url":"https://doi.org/10.26615/978-954-452-049-6_070","pdf_url":"https://doi.org/10.26615/978-954-452-049-6_070","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RANLP 2017 - Recent Advances in Natural Language Processing Meet Deep Learning","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.26615/978-954-452-049-6_070","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069421871","display_name":"Nona Naderi","orcid":"https://orcid.org/0000-0002-1272-7640"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nona Naderi","raw_affiliation_strings":["Department of Computer Science University of Toronto Toronto, ON, M5S 3G4, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Toronto Toronto, ON, M5S 3G4, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088047776","display_name":"Graeme Hirst","orcid":"https://orcid.org/0000-0001-9482-1042"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Graeme Hirst","raw_affiliation_strings":["Department of Computer Science University of Toronto Toronto, ON, M5S 3G4, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science University of Toronto Toronto, ON, M5S 3G4, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":1.5227,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.87836191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"536","last_page":"542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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":0.9812999963760376,"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/sentence","display_name":"Sentence","score":0.7771439552307129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7727766036987305},{"id":"https://openalex.org/keywords/newspaper","display_name":"Newspaper","score":0.7634546756744385},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.7123380899429321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6455442309379578},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6431854963302612},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.6406158208847046},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6128827333450317},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.5810509920120239},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4031798839569092},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.07205766439437866},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07157066464424133}],"concepts":[{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.7771439552307129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7727766036987305},{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.7634546756744385},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.7123380899429321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6455442309379578},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6431854963302612},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6406158208847046},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6128827333450317},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.5810509920120239},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4031798839569092},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.07205766439437866},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07157066464424133},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.26615/978-954-452-049-6_070","is_oa":true,"landing_page_url":"https://doi.org/10.26615/978-954-452-049-6_070","pdf_url":"https://doi.org/10.26615/978-954-452-049-6_070","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RANLP 2017 - Recent Advances in Natural Language Processing Meet Deep Learning","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.26615/978-954-452-049-6_070","is_oa":true,"landing_page_url":"https://doi.org/10.26615/978-954-452-049-6_070","pdf_url":"https://doi.org/10.26615/978-954-452-049-6_070","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RANLP 2017 - Recent Advances in Natural Language Processing Meet Deep Learning","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4099999964237213}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2772421893.pdf","grobid_xml":"https://content.openalex.org/works/W2772421893.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1521626219","https://openalex.org/W1522301498","https://openalex.org/W1614298861","https://openalex.org/W1880262756","https://openalex.org/W1904365287","https://openalex.org/W2001442493","https://openalex.org/W2005708641","https://openalex.org/W2064675550","https://openalex.org/W2089363775","https://openalex.org/W2101234009","https://openalex.org/W2150248423","https://openalex.org/W2250397934","https://openalex.org/W2250539671","https://openalex.org/W2251159224","https://openalex.org/W2251249502","https://openalex.org/W2251617662","https://openalex.org/W2252072508","https://openalex.org/W2293583072","https://openalex.org/W2557475746","https://openalex.org/W2567467453","https://openalex.org/W2950577311","https://openalex.org/W2963626623","https://openalex.org/W2964121744","https://openalex.org/W2964199361","https://openalex.org/W3102136264","https://openalex.org/W4231510805"],"related_works":["https://openalex.org/W2376554757","https://openalex.org/W612150824","https://openalex.org/W2361959990","https://openalex.org/W2100945520","https://openalex.org/W1596512750","https://openalex.org/W2383443050","https://openalex.org/W2367702734","https://openalex.org/W644339423","https://openalex.org/W2386525189","https://openalex.org/W2360284199"],"abstract_inverted_index":{"Previous":[0],"approaches":[1],"to":[2,58],"generic":[3],"frame":[4],"classification":[5],"analyze":[6],"frames":[7,29],"at":[8,30,70],"the":[9,31,42,50,60],"document":[10],"level.":[11],"Here,":[12],"we":[13,64],"propose":[14],"a":[15],"supervised":[16],"based":[17,19],"approach":[18,68],"on":[20,41],"deep":[21],"neural":[22],"networks":[23,57],"and":[24,55],"distributional":[25],"representations":[26],"for":[27],"classifying":[28],"sentence":[32],"level":[33],"in":[34],"news":[35],"articles.":[36],"We":[37],"conduct":[38],"our":[39,67],"experiments":[40],"publicly":[43],"available":[44],"Media":[45],"Frames":[46],"Corpus":[47],"compiled":[48],"from":[49],"U.S.":[51],"Newspapers.":[52],"Using":[53],"(B)LSTMs":[54],"GRU":[56],"represent":[59],"meaning":[61],"of":[62],"frames,":[63],"demonstrate":[65],"that":[66],"yields":[69],"least":[71],"14-point":[72],"improvement":[73],"over":[74],"several":[75],"baseline":[76],"methods.":[77]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2017-12-22T00:00:00"}