{"id":"https://openalex.org/W4287889155","doi":"https://doi.org/10.18653/v1/2022.semeval-1.14","title":"Helsinki-NLP at SemEval-2022 Task 2: A Feature-Based Approach to Multilingual Idiomaticity Detection","display_name":"Helsinki-NLP at SemEval-2022 Task 2: A Feature-Based Approach to Multilingual Idiomaticity Detection","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4287889155","doi":"https://doi.org/10.18653/v1/2022.semeval-1.14"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2022.semeval-1.14","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.semeval-1.14","pdf_url":"https://aclanthology.org/2022.semeval-1.14.pdf","source":{"id":"https://openalex.org/S4363608670","display_name":"Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 16th International Workshop on Semantic Evaluation (SemEval-2022)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aclanthology.org/2022.semeval-1.14.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074284357","display_name":"Sami Itkonen","orcid":"https://orcid.org/0000-0003-2480-6562"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sami Itkonen","raw_affiliation_strings":["Department of Digital Humanities Faculty of Arts","University of Helsinki Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Humanities Faculty of Arts","institution_ids":[]},{"raw_affiliation_string":"University of Helsinki Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082417280","display_name":"J\u00f6rg Tiedemann","orcid":"https://orcid.org/0000-0003-3065-7989"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Tiedemann","raw_affiliation_strings":["Department of Digital Humanities Faculty of Arts","University of Helsinki Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Humanities Faculty of Arts","institution_ids":[]},{"raw_affiliation_string":"University of Helsinki Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061159001","display_name":"Mathias Creutz","orcid":"https://orcid.org/0000-0003-1862-4172"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mathias Creutz","raw_affiliation_strings":["Department of Digital Humanities Faculty of Arts","University of Helsinki Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Humanities Faculty of Arts","institution_ids":[]},{"raw_affiliation_string":"University of Helsinki Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I133731052"],"apc_list":null,"apc_paid":null,"fwci":0.1687,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40393559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":"134"},"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":0.9994999766349792,"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":0.9983000159263611,"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/semeval","display_name":"SemEval","score":0.8485066890716553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8399756550788879},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7581853866577148},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6947437524795532},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6909019351005554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6896388530731201},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6736113429069519},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.6404942274093628},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6337013840675354},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.1834089756011963},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.17614495754241943}],"concepts":[{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.8485066890716553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8399756550788879},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7581853866577148},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6947437524795532},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6909019351005554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6896388530731201},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6736113429069519},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.6404942274093628},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6337013840675354},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.1834089756011963},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.17614495754241943},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2022.semeval-1.14","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.semeval-1.14","pdf_url":"https://aclanthology.org/2022.semeval-1.14.pdf","source":{"id":"https://openalex.org/S4363608670","display_name":"Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 16th International Workshop on Semantic Evaluation (SemEval-2022)","raw_type":"proceedings-article"},{"id":"pmh:oai:helda.helsinki.fi:10138/346656","is_oa":true,"landing_page_url":"https://aclanthology.org/2022.semeval-1.14","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"doi:10.18653/v1/2022.semeval-1.14","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.semeval-1.14","pdf_url":"https://aclanthology.org/2022.semeval-1.14.pdf","source":{"id":"https://openalex.org/S4363608670","display_name":"Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 16th International Workshop on Semantic Evaluation (SemEval-2022)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4287889155.pdf","grobid_xml":"https://content.openalex.org/works/W4287889155.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W172541218","https://openalex.org/W1596902275","https://openalex.org/W2079547420","https://openalex.org/W2270070752","https://openalex.org/W2508910342","https://openalex.org/W2512672951","https://openalex.org/W2517996181","https://openalex.org/W2664496537","https://openalex.org/W2885780921","https://openalex.org/W2889326796","https://openalex.org/W2963216553","https://openalex.org/W2963341956","https://openalex.org/W2964274713","https://openalex.org/W2970641574","https://openalex.org/W2979826702","https://openalex.org/W3024131638","https://openalex.org/W3081953755","https://openalex.org/W3082928416","https://openalex.org/W3119135819","https://openalex.org/W3197690918","https://openalex.org/W3211653317","https://openalex.org/W4205449635","https://openalex.org/W4287854311"],"related_works":["https://openalex.org/W2750075801","https://openalex.org/W3116094929","https://openalex.org/W3164948662","https://openalex.org/W2949588086","https://openalex.org/W2888099120","https://openalex.org/W4289671207","https://openalex.org/W4400413234","https://openalex.org/W3113780774","https://openalex.org/W3080107585","https://openalex.org/W3153597579"],"abstract_inverted_index":{"This":[0],"paper":[1,68],"describes":[2],"the":[3,9,28,33,54,57,79],"University":[4],"of":[5,64,73,78,81],"Helsinki":[6],"submission":[7,59],"to":[8,51],"SemEval":[10],"2022":[11],"task":[12],"on":[13,37,41],"multilingual":[14],"idiomaticity":[15],"detection.":[16],"Our":[17],"system":[18],"utilizes":[19],"several":[20],"models":[21],"made":[22],"available":[23],"by":[24],"Hug-gingFace,":[25],"along":[26],"with":[27],"baseline":[29,55],"BERT":[30],"model":[31,75],"for":[32],"task.":[34],"We":[35],"focus":[36],"feature":[38],"engineering":[39],"based":[40],"properties":[42],"that":[43],"characterize":[44],"idiomatic":[45],"expressions.":[46],"The":[47,67],"additional":[48],"features":[49],"lead":[50],"improvements":[52],"over":[53],"and":[56],"final":[58],"achieves":[60],"15th":[61],"place":[62],"out":[63],"20":[65],"submissions.":[66],"provides":[69],"an":[70],"error":[71],"analysis":[72],"our":[74],"including":[76],"visualisations":[77],"contributions":[80],"individual":[82],"features.":[83]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}
