{"id":"https://openalex.org/W2889815790","doi":"https://doi.org/10.18653/v1/d18-2019","title":"APLenty: annotation tool for creating high-quality datasets using active and proactive learning","display_name":"APLenty: annotation tool for creating high-quality datasets using active and proactive learning","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889815790","doi":"https://doi.org/10.18653/v1/d18-2019","mag":"2889815790"},"language":"en","primary_location":{"id":"doi:10.18653/v1/d18-2019","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-2019","pdf_url":"https://www.aclweb.org/anthology/D18-2019.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: System Demonstrations","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/D18-2019.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042247568","display_name":"Minh-Quoc Nghiem","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Minh-Quoc Nghiem","raw_affiliation_strings":["National Centre for Text Mining School of Computer Science, The University of Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"National Centre for Text Mining School of Computer Science, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077976343","display_name":"Sophia Ananiadou","orcid":"https://orcid.org/0000-0002-4097-9191"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sophia Ananiadou","raw_affiliation_strings":["National Centre for Text Mining School of Computer Science, The University of Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"National Centre for Text Mining School of Computer Science, The University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042247568"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":null,"apc_paid":null,"fwci":1.1847,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84538004,"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":"108","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","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/T12072","display_name":"Machine Learning and Algorithms","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/T11269","display_name":"Algorithms and Data Compression","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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9860000014305115,"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/annotation","display_name":"Annotation","score":0.8516827821731567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8282768726348877},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.69002366065979},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.6111084222793579},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5724179744720459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4483005404472351},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36724698543548584},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09499645233154297}],"concepts":[{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.8516827821731567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8282768726348877},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.69002366065979},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.6111084222793579},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5724179744720459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4483005404472351},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36724698543548584},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09499645233154297},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/d18-2019","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-2019","pdf_url":"https://www.aclweb.org/anthology/D18-2019.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: System Demonstrations","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/d18-2019","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-2019","pdf_url":"https://www.aclweb.org/anthology/D18-2019.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: System Demonstrations","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G387813240","display_name":null,"funder_award_id":"BB/M0","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G4492632425","display_name":"Enriching Metabolic PATHwaY models with evidence from the literature (EMPATHY)","funder_award_id":"BB/M006891/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G473771980","display_name":null,"funder_award_id":"BB/M006891/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G6457786194","display_name":null,"funder_award_id":"BB/P025684/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G7679475066","display_name":"Japan Partnering Award. Text mining and bioinformatics platforms for metabolic pathway modelling.","funder_award_id":"BB/P025684/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2889815790.pdf","grobid_xml":"https://content.openalex.org/works/W2889815790.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W8550301","https://openalex.org/W1553262910","https://openalex.org/W1580375566","https://openalex.org/W1821270946","https://openalex.org/W2096507791","https://openalex.org/W2109378394","https://openalex.org/W2117763124","https://openalex.org/W2128678390","https://openalex.org/W2133853925","https://openalex.org/W2144578941","https://openalex.org/W2148835178","https://openalex.org/W2160139937","https://openalex.org/W2162401759","https://openalex.org/W2171671120","https://openalex.org/W2250857132","https://openalex.org/W2252278859","https://openalex.org/W2511186734","https://openalex.org/W2740614682","https://openalex.org/W2763389080","https://openalex.org/W2903158431","https://openalex.org/W2952087486"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W1533177136","https://openalex.org/W4380994516","https://openalex.org/W4206195464"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"APLenty,":[5],"an":[6],"annotation":[7,31],"tool":[8,25],"for":[9],"creating":[10,43],"high-quality":[11],"sequence":[12],"labeling":[13],"datasets":[14,45],"using":[15],"active":[16,33],"and":[17,35,49,58],"proactive":[18,36],"learning.":[19,37],"A":[20],"major":[21],"innovation":[22],"of":[23,29,42],"our":[24],"is":[26,55],"the":[27,40],"integration":[28],"automatic":[30],"with":[32],"learning":[34],"This":[38],"makes":[39],"task":[41],"labeled":[44],"easier,":[46],"less":[47,51],"time-consuming":[48],"requiring":[50],"human":[52],"effort.":[53],"APLenty":[54],"highly":[56],"flexible":[57],"can":[59],"be":[60],"adapted":[61],"to":[62],"various":[63],"other":[64],"tasks.":[65]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}