{"id":"https://openalex.org/W4401885240","doi":"https://doi.org/10.1145/3643787.3648042","title":"Text-To-Text Generation for Issue Report Classification","display_name":"Text-To-Text Generation for Issue Report Classification","publication_year":2024,"publication_date":"2024-04-20","ids":{"openalex":"https://openalex.org/W4401885240","doi":"https://doi.org/10.1145/3643787.3648042"},"language":"en","primary_location":{"id":"doi:10.1145/3643787.3648042","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643787.3648042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third ACM/IEEE International Workshop on NL-based Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017760987","display_name":"Gokul Rejithkumar","orcid":"https://orcid.org/0000-0002-5052-3374"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Gokul Rejithkumar","raw_affiliation_strings":["TCS Research, Pune, India"],"raw_orcid":"https://orcid.org/0000-0002-5052-3374","affiliations":[{"raw_affiliation_string":"TCS Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031939006","display_name":"Preethu Rose Anish","orcid":"https://orcid.org/0009-0001-7279-8993"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Preethu Rose Anish","raw_affiliation_strings":["TCS Research, Pune, India"],"raw_orcid":"https://orcid.org/0009-0001-7279-8993","affiliations":[{"raw_affiliation_string":"TCS Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089477311","display_name":"Smita Ghaisas","orcid":"https://orcid.org/0000-0003-0790-0880"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Smita Ghaisas","raw_affiliation_strings":["TCS Research, Pune, India"],"raw_orcid":"https://orcid.org/0000-0003-0790-0880","affiliations":[{"raw_affiliation_string":"TCS Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017760987"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":1.4402,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86244884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9968000054359436,"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":0.9927999973297119,"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":0.6975254416465759},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4936917722225189},{"id":"https://openalex.org/keywords/text-generation","display_name":"Text generation","score":0.4410009980201721},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44020745158195496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39537513256073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6975254416465759},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4936917722225189},{"id":"https://openalex.org/C2985684807","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Text generation","level":2,"score":0.4410009980201721},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44020745158195496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39537513256073}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643787.3648042","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643787.3648042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third ACM/IEEE International Workshop on NL-based Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2408181256","https://openalex.org/W2887004133","https://openalex.org/W2993452100","https://openalex.org/W3116801415","https://openalex.org/W4318811767","https://openalex.org/W4318811807","https://openalex.org/W4318822291","https://openalex.org/W4318822551","https://openalex.org/W4318825782","https://openalex.org/W4320075244","https://openalex.org/W4385270074"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825","https://openalex.org/W2122804826","https://openalex.org/W2138640103"],"abstract_inverted_index":{"We":[0,57,68],"present":[1],"our":[2,72],"participation":[3],"in":[4,28],"the":[5,12,22,75,104],"issue":[6,26,47,65,81],"report":[7,66],"classification":[8],"tool":[9],"competition":[10],"at":[11],"3rd":[13],"International":[14],"Workshop":[15],"on":[16,74],"Natural":[17],"Language-based":[18],"Software":[19],"Engineering.":[20],"Given":[21],"substantial":[23],"influx":[24],"of":[25,44,78,95,107],"reports":[27,48,82],"large":[29],"scale":[30],"software":[31],"development":[32],"each":[33],"day,":[34],"there":[35],"is":[36,101],"a":[37,41,59],"pronounced":[38],"need":[39],"for":[40,64],"system":[42],"capable":[43],"automatically":[45],"classifying":[46],"into":[49],"categories":[50],"such":[51],"as":[52],"bugs,":[53,84],"enhancements,":[54,85],"and":[55,70,86],"features.":[56],"propose":[58],"text-to-text":[60],"generation-based":[61],"supervised":[62],"approach":[63,73,89],"classification.":[67],"fine-tuned":[69],"evaluated":[71],"provided":[76],"dataset":[77],"3000":[79],"labeled":[80],"(as":[83],"questions).":[87],"Our":[88],"yielded":[90],"an":[91],"average":[92],"cross-repo":[93],"F1-score":[94],"0.8297":[96],"across":[97],"all":[98],"classes,":[99],"which":[100],"comparable":[102],"to":[103],"SetFit":[105],"baseline":[106],"0.8270.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-15T08:27:34.491423","created_date":"2025-10-10T00:00:00"}
