{"id":"https://openalex.org/W4379374334","doi":"https://doi.org/10.21428/594757db.0b1f96f6","title":"ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries","display_name":"ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries","publication_year":2023,"publication_date":"2023-06-05","ids":{"openalex":"https://openalex.org/W4379374334","doi":"https://doi.org/10.21428/594757db.0b1f96f6"},"language":"en","primary_location":{"id":"doi:10.21428/594757db.0b1f96f6","is_oa":true,"landing_page_url":"https://doi.org/10.21428/594757db.0b1f96f6","pdf_url":"https://caiac.pubpub.org/pub/ujhjycsw/download/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 Canadian Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://caiac.pubpub.org/pub/ujhjycsw/download/pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008480148","display_name":"Raian Rahman","orcid":"https://orcid.org/0000-0003-1638-6289"},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Raian Rahman","raw_affiliation_strings":["Islamic University of Technology, Bangladesh","Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108693905","display_name":"Rizvi Hasan","orcid":null},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rizvi Hasan","raw_affiliation_strings":["Islamic University of Technology, Bangladesh","Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030638018","display_name":"Abdullah Al Farhad","orcid":null},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdullah Al Farhad","raw_affiliation_strings":["Islamic University of Technology, Bangladesh","Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069546450","display_name":"Md Tahmid Rahman Laskar","orcid":"https://orcid.org/0009-0001-7880-299X"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Md. Tahmid Rahman Laskar","raw_affiliation_strings":["York University, Canada and Dialpad Canada Inc., Canada","School of Information Technology, York University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"York University, Canada and Dialpad Canada Inc., Canada","institution_ids":["https://openalex.org/I192455969"]},{"raw_affiliation_string":"School of Information Technology, York University, Canada","institution_ids":["https://openalex.org/I192455969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018758778","display_name":"Md. Hamjajul Ashmafee","orcid":null},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Hamjajul Ashmafee","raw_affiliation_strings":["Islamic University of Technology, Bangladesh","Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114043799","display_name":"Abu Raihan Mostofa Kamal","orcid":"https://orcid.org/0009-0000-1070-275X"},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abu Raihan Mostofa Kamal","raw_affiliation_strings":["Islamic University of Technology, Bangladesh","Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Islamic University of Technology, Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008480148"],"corresponding_institution_ids":["https://openalex.org/I59805279"],"apc_list":null,"apc_paid":null,"fwci":2.0254,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89096778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9995999932289124,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9987000226974487,"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":0.8406258821487427},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.8123866319656372},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7739362716674805},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.5604678392410278},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5298048257827759},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4707389771938324},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46063506603240967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43997693061828613},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43683740496635437},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10602447390556335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406258821487427},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8123866319656372},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7739362716674805},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.5604678392410278},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5298048257827759},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4707389771938324},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46063506603240967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43997693061828613},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43683740496635437},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10602447390556335},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21428/594757db.0b1f96f6","is_oa":true,"landing_page_url":"https://doi.org/10.21428/594757db.0b1f96f6","pdf_url":"https://caiac.pubpub.org/pub/ujhjycsw/download/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 Canadian Conference on Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.21428/594757db.0b1f96f6","is_oa":true,"landing_page_url":"https://doi.org/10.21428/594757db.0b1f96f6","pdf_url":"https://caiac.pubpub.org/pub/ujhjycsw/download/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 Canadian Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8700000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379374334.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1956340063","https://openalex.org/W2054362711","https://openalex.org/W2090789563","https://openalex.org/W2400082606","https://openalex.org/W2739046565","https://openalex.org/W2908510526","https://openalex.org/W2963532001","https://openalex.org/W2979826702","https://openalex.org/W2981852735","https://openalex.org/W2983105506","https://openalex.org/W3005666391","https://openalex.org/W3022773562","https://openalex.org/W3029927342","https://openalex.org/W3034999214","https://openalex.org/W3035252911","https://openalex.org/W3083196040","https://openalex.org/W3088918015","https://openalex.org/W3091981317","https://openalex.org/W3094916564","https://openalex.org/W3106147182","https://openalex.org/W3116465435","https://openalex.org/W3118109963","https://openalex.org/W3118703676","https://openalex.org/W3157684408","https://openalex.org/W3169483174","https://openalex.org/W3173360659","https://openalex.org/W3194964034","https://openalex.org/W3200914550","https://openalex.org/W4205384772","https://openalex.org/W4220732108","https://openalex.org/W4221143196","https://openalex.org/W4225666925","https://openalex.org/W4231510805","https://openalex.org/W4280596375","https://openalex.org/W4284713203","https://openalex.org/W4285077564","https://openalex.org/W4285255856","https://openalex.org/W4285292339","https://openalex.org/W4287024564","https://openalex.org/W4287888693","https://openalex.org/W4288089799","https://openalex.org/W4306295047","https://openalex.org/W4308163975","https://openalex.org/W4385573930","https://openalex.org/W6639619044","https://openalex.org/W6673280901","https://openalex.org/W6741923079","https://openalex.org/W6769436464","https://openalex.org/W6800151688"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W2091301346","https://openalex.org/W1517524280","https://openalex.org/W4389760904","https://openalex.org/W4306886878","https://openalex.org/W4323520239"],"abstract_inverted_index":{"Automatic":[0],"chart":[1,72],"to":[2,25,74,121,138],"text":[3],"summarization":[4],"is":[5,33],"an":[6],"effective":[7],"tool":[8],"for":[9,38,152],"the":[10,26,128,133],"visually":[11],"impaired":[12],"people":[13],"along":[14,59],"with":[15,60,82],"providing":[16],"precise":[17],"insights":[18],"of":[19,53,56,69,124,135],"tabular":[20],"data":[21,39,117],"in":[22,101,119,127],"natural":[23],"language":[24],"user.":[27],"A":[28],"large":[29],"and":[30,63,71,77,94],"well-structured":[31],"dataset":[32,51,148],"always":[34],"a":[35,48,54,66,149],"key":[36],"part":[37],"driven":[40],"models.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"propose":[46],"ChartSumm:":[47],"large-scale":[49],"benchmark":[50,151],"consisting":[52],"total":[55],"84,363":[57],"charts":[58],"their":[61],"metadata":[62],"descriptions":[64],"covering":[65],"wide":[67],"range":[68],"topics":[70],"types":[73],"generate":[75,92],"short":[76],"long":[78],"summaries.":[79],"Extensive":[80],"experiments":[81],"strong":[83],"baseline":[84],"models":[85,91],"show":[86],"that":[87],"even":[88],"though":[89],"these":[90],"fluent":[93],"informative":[95],"summaries":[96],"by":[97],"achieving":[98],"decent":[99],"scores":[100],"various":[102],"automatic":[103],"evaluation":[104],"metrics,":[105],"they":[106],"often":[107],"face":[108],"issues":[109],"like":[110],"suffering":[111],"from":[112],"hallucination,":[113],"missing":[114],"out":[115],"important":[116],"points,":[118],"addition":[120],"incorrect":[122],"explanation":[123],"complex":[125],"trends":[126],"charts.":[129],"We":[130],"also":[131],"investigated":[132],"potential":[134],"expanding":[136],"ChartSumm":[137],"other":[139],"languages":[140],"using":[141],"automated":[142],"translation":[143],"tools.":[144],"These":[145],"make":[146],"our":[147],"challenging":[150],"future":[153],"research.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}