{"id":"https://openalex.org/W2963999137","doi":"https://doi.org/10.18653/v1/d16-1205","title":"Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity","display_name":"Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2963999137","doi":"https://doi.org/10.18653/v1/d16-1205","mag":"2963999137"},"language":"en","primary_location":{"id":"doi:10.18653/v1/d16-1205","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d16-1205","pdf_url":"https://www.aclweb.org/anthology/D16-1205.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 2016 Conference on Empirical Methods in Natural\n          Language Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/D16-1205.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079921667","display_name":"Emmanuele Chersoni","orcid":"https://orcid.org/0000-0001-8742-0451"},"institutions":[{"id":"https://openalex.org/I4210166510","display_name":"Laboratoire Parole et Langage","ror":"https://ror.org/05whq8x35","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210150854","https://openalex.org/I4210166510"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Emmanuele Chersoni","raw_affiliation_strings":["Aix-Marseille University","Laboratoire Parole et Langage"],"affiliations":[{"raw_affiliation_string":"Aix-Marseille University","institution_ids":["https://openalex.org/I21491767"]},{"raw_affiliation_string":"Laboratoire Parole et Langage","institution_ids":["https://openalex.org/I4210166510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059288410","display_name":"Enrico Santus","orcid":"https://orcid.org/0000-0002-7327-2731"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Enrico Santus","raw_affiliation_strings":["The Hong Kong Polytechnic University","The Hong Kong Polytechnic University [Hong Kong]"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"The Hong Kong Polytechnic University [Hong Kong]","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050795259","display_name":"Alessandro Lenci","orcid":"https://orcid.org/0000-0001-5790-4308"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Lenci","raw_affiliation_strings":["University of Pisa","University of Pisa - Universit\u00e0 di Pisa"],"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"University of Pisa - Universit\u00e0 di Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102924013","display_name":"Philippe Blache","orcid":"https://orcid.org/0000-0002-5216-9591"},"institutions":[{"id":"https://openalex.org/I4210166510","display_name":"Laboratoire Parole et Langage","ror":"https://ror.org/05whq8x35","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210150854","https://openalex.org/I4210166510"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Blache","raw_affiliation_strings":["Aix-Marseille University","Laboratoire Parole et Langage"],"affiliations":[{"raw_affiliation_string":"Aix-Marseille University","institution_ids":["https://openalex.org/I21491767"]},{"raw_affiliation_string":"Laboratoire Parole et Langage","institution_ids":["https://openalex.org/I4210166510"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024924150","display_name":"Chu\u2010Ren Huang","orcid":"https://orcid.org/0000-0002-8526-5520"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chu-Ren Huang","raw_affiliation_strings":["The Hong Kong Polytechnic University","Department of Chinese and Bilingual Studies [Hong-Kong]"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Department of Chinese and Bilingual Studies [Hong-Kong]","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079921667"],"corresponding_institution_ids":["https://openalex.org/I21491767","https://openalex.org/I4210166510"],"apc_list":null,"apc_paid":null,"fwci":3.8563,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94599462,"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":"1967","last_page":"1972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9991000294685364,"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":0.9987999796867371,"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":0.7900491952896118},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7042890787124634},{"id":"https://openalex.org/keywords/verb","display_name":"Verb","score":0.6991894245147705},{"id":"https://openalex.org/keywords/mental-lexicon","display_name":"Mental lexicon","score":0.635697603225708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6250597834587097},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5952444076538086},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5881325602531433},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5869309902191162},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.551525354385376},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5369081497192383},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5293869376182556},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.5258874297142029},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5021743774414062},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5014934539794922},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.469144731760025},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.31919246912002563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7900491952896118},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7042890787124634},{"id":"https://openalex.org/C2776397901","wikidata":"https://www.wikidata.org/wiki/Q24905","display_name":"Verb","level":2,"score":0.6991894245147705},{"id":"https://openalex.org/C2776671715","wikidata":"https://www.wikidata.org/wiki/Q655170","display_name":"Mental lexicon","level":2,"score":0.635697603225708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6250597834587097},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5952444076538086},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5881325602531433},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5869309902191162},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.551525354385376},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5369081497192383},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5293869376182556},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.5258874297142029},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5021743774414062},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5014934539794922},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.469144731760025},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.31919246912002563},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/d16-1205","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d16-1205","pdf_url":"https://www.aclweb.org/anthology/D16-1205.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 2016 Conference on Empirical Methods in Natural\n          Language Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/d16-1205","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d16-1205","pdf_url":"https://www.aclweb.org/anthology/D16-1205.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 2016 Conference on Empirical Methods in Natural\n          Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6700000166893005,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963999137.pdf","grobid_xml":"https://content.openalex.org/works/W2963999137.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W113586804","https://openalex.org/W1593045043","https://openalex.org/W1614298861","https://openalex.org/W1626006465","https://openalex.org/W1662133657","https://openalex.org/W1854884267","https://openalex.org/W1934041838","https://openalex.org/W1966907789","https://openalex.org/W1983578042","https://openalex.org/W2009342863","https://openalex.org/W2053921957","https://openalex.org/W2067438047","https://openalex.org/W2073321553","https://openalex.org/W2094931100","https://openalex.org/W2112184938","https://openalex.org/W2120660105","https://openalex.org/W2128870637","https://openalex.org/W2132631284","https://openalex.org/W2150102617","https://openalex.org/W2158997610","https://openalex.org/W2161895009","https://openalex.org/W2170682101","https://openalex.org/W2252016481","https://openalex.org/W2294874432","https://openalex.org/W2295874646","https://openalex.org/W2325944896","https://openalex.org/W2788615383","https://openalex.org/W2882319491","https://openalex.org/W2950577311","https://openalex.org/W2962852556","https://openalex.org/W4213257147","https://openalex.org/W4232804954"],"related_works":["https://openalex.org/W2140536630","https://openalex.org/W3195005284","https://openalex.org/W2391730868","https://openalex.org/W4394659737","https://openalex.org/W2759814045","https://openalex.org/W2118055728","https://openalex.org/W2376585156","https://openalex.org/W2137939897","https://openalex.org/W185906089","https://openalex.org/W2111111410"],"abstract_inverted_index":{"Several":[0],"studies":[1],"on":[2,66],"sentence":[3],"processing":[4],"suggest":[5],"that":[6,45,70],"the":[7,13,88,99],"mental":[8],"lexicon":[9],"keeps":[10],"track":[11],"of":[12,92,98,102],"mutual":[14],"expectations":[15],"between":[16],"words.":[17],"Current":[18],"DSMs,":[19],"however,":[20],"represent":[21],"context":[22],"words":[23],"as":[24,35,53],"separate":[25],"features,":[26],"thereby":[27],"loosing":[28],"important":[29],"information":[30],"for":[31],"word":[32,36],"expectations,":[33],"such":[34],"interrelations.":[37],"In":[38],"this":[39,47],"paper,":[40],"we":[41],"present":[42],"a":[43,62],"DSM":[44],"addresses":[46],"issue":[48],"by":[49],"defining":[50],"verb":[51,63],"contexts":[52,72],"joint":[54,71,93],"syntactic":[55],"dependencies.":[56],"We":[57],"test":[58],"our":[59,103],"representation":[60],"in":[61,96],"similarity":[64],"task":[65],"two":[67],"datasets,":[68],"showing":[69],"achieve":[73],"performances":[74],"comparable":[75],"to":[76,86],"single":[77],"dependencies":[78],"or":[79],"even":[80],"better.":[81],"Moreover,":[82],"they":[83],"are":[84],"able":[85],"overcome":[87],"data":[89],"sparsity":[90],"problem":[91],"feature":[94],"spaces,":[95],"spite":[97],"limited":[100],"size":[101],"training":[104],"corpus.":[105]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
