{"id":"https://openalex.org/W2889806612","doi":"https://doi.org/10.18653/v1/d18-1180","title":"Preposition Sense Disambiguation and Representation","display_name":"Preposition Sense Disambiguation and Representation","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889806612","doi":"https://doi.org/10.18653/v1/d18-1180","mag":"2889806612"},"language":"en","primary_location":{"id":"doi:10.18653/v1/d18-1180","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-1180","pdf_url":"https://www.aclweb.org/anthology/D18-1180.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 2018 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/D18-1180.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102395716","display_name":"Hongyu Gong","orcid":"https://orcid.org/0009-0008-3460-241X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongyu Gong","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023182903","display_name":"Jiaqi Mu","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaqi Mu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083777443","display_name":"Suma Bhat","orcid":"https://orcid.org/0000-0003-0324-5890"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suma Bhat","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053980484","display_name":"Pramod Viswanath","orcid":"https://orcid.org/0000-0003-3171-8667"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramod Viswanath","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.2264,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.52069744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1510","last_page":"1521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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":1.0,"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":0.9998999834060669,"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/T12031","display_name":"Speech and dialogue systems","score":0.9966999888420105,"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":0.8011529445648193},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7363759875297546},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.6572744250297546},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6358546018600464},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6163803339004517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6157573461532593},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6060998439788818},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5991363525390625},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5873436331748962},{"id":"https://openalex.org/keywords/word-sense-disambiguation","display_name":"Word-sense disambiguation","score":0.5618703961372375},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5466313362121582},{"id":"https://openalex.org/keywords/verb","display_name":"Verb","score":0.5059079527854919},{"id":"https://openalex.org/keywords/semeval","display_name":"SemEval","score":0.4691300094127655},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2921358048915863},{"id":"https://openalex.org/keywords/wordnet","display_name":"WordNet","score":0.13134470582008362},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.07980474829673767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8011529445648193},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7363759875297546},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.6572744250297546},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6358546018600464},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6163803339004517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6157573461532593},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6060998439788818},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5991363525390625},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5873436331748962},{"id":"https://openalex.org/C51646954","wikidata":"https://www.wikidata.org/wiki/Q48522","display_name":"Word-sense disambiguation","level":3,"score":0.5618703961372375},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5466313362121582},{"id":"https://openalex.org/C2776397901","wikidata":"https://www.wikidata.org/wiki/Q24905","display_name":"Verb","level":2,"score":0.5059079527854919},{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.4691300094127655},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2921358048915863},{"id":"https://openalex.org/C157659113","wikidata":"https://www.wikidata.org/wiki/Q533822","display_name":"WordNet","level":2,"score":0.13134470582008362},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.07980474829673767},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/d18-1180","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-1180","pdf_url":"https://www.aclweb.org/anthology/D18-1180.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 2018 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/d18-1180","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-1180","pdf_url":"https://www.aclweb.org/anthology/D18-1180.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 2018 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316786","display_name":"Center for Cognitive Computing Systems Research","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2889806612.pdf","grobid_xml":"https://content.openalex.org/works/W2889806612.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W125545343","https://openalex.org/W207005892","https://openalex.org/W628923437","https://openalex.org/W1503259811","https://openalex.org/W1533861849","https://openalex.org/W1534729040","https://openalex.org/W1573350736","https://openalex.org/W1591825359","https://openalex.org/W1834149421","https://openalex.org/W1973942085","https://openalex.org/W1980849679","https://openalex.org/W1994179597","https://openalex.org/W1994659709","https://openalex.org/W1997558347","https://openalex.org/W2026796116","https://openalex.org/W2035959783","https://openalex.org/W2038276547","https://openalex.org/W2054487890","https://openalex.org/W2058612241","https://openalex.org/W2072081790","https://openalex.org/W2073657967","https://openalex.org/W2091477393","https://openalex.org/W2109494378","https://openalex.org/W2118880091","https://openalex.org/W2124012968","https://openalex.org/W2125786288","https://openalex.org/W2137607259","https://openalex.org/W2145065594","https://openalex.org/W2150657813","https://openalex.org/W2153579005","https://openalex.org/W2160920407","https://openalex.org/W2162456950","https://openalex.org/W2164973920","https://openalex.org/W2217128474","https://openalex.org/W2250539671","https://openalex.org/W2251762914","https://openalex.org/W2251869843","https://openalex.org/W2252205566","https://openalex.org/W2494618702","https://openalex.org/W2559153497","https://openalex.org/W2785833512","https://openalex.org/W2796167946","https://openalex.org/W2950351882","https://openalex.org/W2963218773","https://openalex.org/W2963502184","https://openalex.org/W2963606136","https://openalex.org/W2963639656","https://openalex.org/W2963677631","https://openalex.org/W2964143539","https://openalex.org/W2964350525","https://openalex.org/W2987226679","https://openalex.org/W4239510810","https://openalex.org/W4294170691","https://openalex.org/W4298045075","https://openalex.org/W4299142900"],"related_works":["https://openalex.org/W2101293500","https://openalex.org/W2384058382","https://openalex.org/W2000205775","https://openalex.org/W2251529656","https://openalex.org/W2324822715","https://openalex.org/W2330879361","https://openalex.org/W2140343536","https://openalex.org/W2188275805","https://openalex.org/W3184106707","https://openalex.org/W2062413478"],"abstract_inverted_index":{"Prepositions":[0],"are":[1],"highly":[2],"polysemous,":[3],"and":[4,22,35,47,67,92,114],"their":[5,23,107],"variegated":[6],"senses":[7,102],"encode":[8],"significant":[9],"semantic":[10],"information.":[11],"In":[12],"this":[13],"paper":[14],"we":[15],"match":[16],"each":[17],"preposition's":[18],"left-and":[19],"right":[20,36],"context,":[21],"interplay":[24],"to":[25,32,66,83,88],"the":[26,29,33,38,85],"geometry":[27],"of":[28,37,100],"word":[30,104],"vectors":[31],"left":[34],"preposition.":[39],"Extracting":[40],"these":[41],"features":[42],"from":[43],"a":[44,89],"large":[45,90],"corpus":[46,91],"using":[48],"them":[49],"with":[50],"machine":[51],"learning":[52],"models":[53],"makes":[54],"for":[55],"an":[56],"efficient":[57],"preposition":[58,95,101,115],"sense":[59],"disambiguation":[60],"(PSD)":[61],"algorithm,":[62],"which":[63],"is":[64],"comparable":[65],"better":[68],"than":[69],"state-of-the-art":[70],"on":[71,77],"two":[72],"benchmark":[73],"datasets.":[74],"Our":[75],"reliance":[76],"no":[78],"linguistic":[79],"tool":[80],"allows":[81],"us":[82],"scale":[84],"PSD":[86],"algorithm":[87],"learn":[93],"sensespecific":[94],"representations.":[96],"The":[97],"crucial":[98],"abstraction":[99],"as":[103],"representations":[105],"permits":[106],"use":[108],"in":[109],"downstream":[110],"applications-phrasal":[111],"verb":[112],"paraphrasing":[113],"selection-with":[116],"new":[117],"state-ofthe-art":[118],"results.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
