{"id":"https://openalex.org/W2740206805","doi":"https://doi.org/10.18653/v1/w17-2618","title":"Prediction of Frame-to-Frame Relations in the FrameNet Hierarchy with Frame Embeddings","display_name":"Prediction of Frame-to-Frame Relations in the FrameNet Hierarchy with Frame Embeddings","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2740206805","doi":"https://doi.org/10.18653/v1/w17-2618","mag":"2740206805"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-2618","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2618","pdf_url":"https://www.aclweb.org/anthology/W17-2618.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Representation Learning for NLP","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-2618.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019938208","display_name":"Teresa Botschen","orcid":null},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Teresa Botschen","raw_affiliation_strings":["Research Training Group AIPHES Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universitt Darmstadt www","\u00a7Research Training Group AIPHES \u2020Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universit\u00e4t Darmstadt www"],"affiliations":[{"raw_affiliation_string":"Research Training Group AIPHES Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universitt Darmstadt www","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"\u00a7Research Training Group AIPHES \u2020Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universit\u00e4t Darmstadt www","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068708837","display_name":"Hatem Mousselly-Sergieh","orcid":"https://orcid.org/0000-0003-3268-3910"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hatem Mousselly Sergieh","raw_affiliation_strings":["\u00a7Research Training Group AIPHES \u2020Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universit\u00e4t Darmstadt www"],"affiliations":[{"raw_affiliation_string":"\u00a7Research Training Group AIPHES \u2020Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universit\u00e4t Darmstadt www","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027450194","display_name":"Iryna Gurevych","orcid":"https://orcid.org/0000-0003-2187-7621"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Iryna Gurevych","raw_affiliation_strings":["Research Training Group AIPHES Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universitt Darmstadt www","\u00a7Research Training Group AIPHES \u2020Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universit\u00e4t Darmstadt www"],"affiliations":[{"raw_affiliation_string":"Research Training Group AIPHES Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universitt Darmstadt www","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"\u00a7Research Training Group AIPHES \u2020Ubiquitous Knowledge Processing (UKP) Lab Department of Computer Science, Technische Universit\u00e4t Darmstadt www","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019938208"],"corresponding_institution_ids":["https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":1.6628,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88117551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"146","last_page":"156"},"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":0.9997000098228455,"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/T10260","display_name":"Software Engineering Research","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/framenet","display_name":"FrameNet","score":0.9004029035568237},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.8507860898971558},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.737497091293335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7273831367492676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5710477232933044},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47032320499420166},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06746259331703186}],"concepts":[{"id":"https://openalex.org/C185754541","wikidata":"https://www.wikidata.org/wiki/Q1322093","display_name":"FrameNet","level":3,"score":0.9004029035568237},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.8507860898971558},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.737497091293335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7273831367492676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5710477232933044},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47032320499420166},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06746259331703186},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/w17-2618","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2618","pdf_url":"https://www.aclweb.org/anthology/W17-2618.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Representation Learning for NLP","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:97923","is_oa":true,"landing_page_url":"http://www.aclweb.org/anthology/W17-2618","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-2618","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2618","pdf_url":"https://www.aclweb.org/anthology/W17-2618.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Representation Learning for NLP","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2740206805.pdf","grobid_xml":"https://content.openalex.org/works/W2740206805.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W21006490","https://openalex.org/W168564468","https://openalex.org/W1502993801","https://openalex.org/W1596986901","https://openalex.org/W1614298861","https://openalex.org/W2008784586","https://openalex.org/W2038858953","https://openalex.org/W2066018628","https://openalex.org/W2100049286","https://openalex.org/W2111804485","https://openalex.org/W2114732164","https://openalex.org/W2115792525","https://openalex.org/W2119325477","https://openalex.org/W2120699290","https://openalex.org/W2127795553","https://openalex.org/W2138237497","https://openalex.org/W2141599568","https://openalex.org/W2168963845","https://openalex.org/W2173361515","https://openalex.org/W2184957013","https://openalex.org/W2187089797","https://openalex.org/W2247119764","https://openalex.org/W2250418535","https://openalex.org/W2251386628","https://openalex.org/W2251771443","https://openalex.org/W2296076036","https://openalex.org/W2511478665","https://openalex.org/W2741306347","https://openalex.org/W2964154091","https://openalex.org/W4213168938"],"related_works":["https://openalex.org/W2951850955","https://openalex.org/W2805373546","https://openalex.org/W2161490907","https://openalex.org/W2011392257","https://openalex.org/W1980525674","https://openalex.org/W1147368348","https://openalex.org/W2564959393","https://openalex.org/W1535690760","https://openalex.org/W2186307978","https://openalex.org/W2792833993"],"abstract_inverted_index":{"Automatic":[0],"completion":[1],"of":[2,31,60,93,101],"frame-to-frame":[3],"(F2F)":[4],"relations":[5,44,63],"in":[6,24,108],"the":[7,29,40,58,80,98],"FrameNet":[8],"(FN)":[9],"hierarchy":[10,82],"has":[11],"received":[12],"little":[13],"attention,":[14],"although":[15],"they":[16],"incorporate":[17],"meta-level":[18],"commonsense":[19],"knowledge":[20],"and":[21,86,95],"are":[22],"used":[23],"downstream":[25],"approaches.":[26],"We":[27],"address":[28],"problem":[30],"sparsely":[32],"annotated":[33],"F2F":[34,43,62,74,110],"relations.":[35,111],"First,":[36],"we":[37,68],"examine":[38],"whether":[39],"manually":[41],"defined":[42],"emerge":[45],"from":[46,65],"text":[47],"by":[48],"learning":[49],"text-based":[50],"frame":[51],"embeddings.":[52],"Our":[53],"analysis":[54],"reveals":[55],"insights":[56],"about":[57],"difficulty":[59],"reconstructing":[61],"purely":[64],"text.":[66],"Second,":[67],"present":[69],"different":[70],"systems":[71,94],"for":[72],"predicting":[73,109],"relations;":[75],"our":[76],"best-performing":[77],"one":[78],"uses":[79],"FN":[81],"to":[83,87,104],"train":[84],"on":[85],"ground":[88],"embeddings":[89,96,103],"in.":[90],"A":[91],"comparison":[92],"exposes":[97],"crucial":[99],"influence":[100],"knowledge-based":[102],"a":[105],"system's":[106],"performance":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}