{"id":"https://openalex.org/W4402410496","doi":"https://doi.org/10.1145/3643795.3648375","title":"Applying Large Language Models to Enhance the Assessment of Parallel Functional Programming Assignments","display_name":"Applying Large Language Models to Enhance the Assessment of Parallel Functional Programming Assignments","publication_year":2024,"publication_date":"2024-04-20","ids":{"openalex":"https://openalex.org/W4402410496","doi":"https://doi.org/10.1145/3643795.3648375"},"language":"en","primary_location":{"id":"doi:10.1145/3643795.3648375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643795.3648375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Large Language Models for Code","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/A5107077787","display_name":"Skyler Grandel","orcid":"https://orcid.org/0009-0006-8051-1063"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Skyler Grandel","raw_affiliation_strings":["Vanderbilt University, Nashville, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, Tennessee, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082548649","display_name":"Douglas C. Schmidt","orcid":"https://orcid.org/0000-0002-7389-4995"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Douglas C. Schmidt","raw_affiliation_strings":["Vanderbilt University, Nashville, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, Tennessee, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030030910","display_name":"Kevin Leach","orcid":"https://orcid.org/0000-0002-4001-3442"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Leach","raw_affiliation_strings":["Vanderbilt University, Nashville, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, Tennessee, USA","institution_ids":["https://openalex.org/I200719446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5107077787"],"corresponding_institution_ids":["https://openalex.org/I200719446"],"apc_list":null,"apc_paid":null,"fwci":4.1035,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94567957,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"102","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9973000288009644,"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":0.9973000288009644,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8058123588562012},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.605668306350708},{"id":"https://openalex.org/keywords/functional-programming","display_name":"Functional programming","score":0.5968692302703857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8058123588562012},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.605668306350708},{"id":"https://openalex.org/C42383842","wikidata":"https://www.wikidata.org/wiki/Q193076","display_name":"Functional programming","level":2,"score":0.5968692302703857}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643795.3648375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643795.3648375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Large Language Models for Code","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4399999976158142,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2161999665","https://openalex.org/W2341162834","https://openalex.org/W3010192453","https://openalex.org/W3112069508","https://openalex.org/W4220966949","https://openalex.org/W4283705032","https://openalex.org/W4377227441","https://openalex.org/W4389437528"],"related_works":["https://openalex.org/W3136890312","https://openalex.org/W2259894237","https://openalex.org/W4312309273","https://openalex.org/W2132325017","https://openalex.org/W1923258046","https://openalex.org/W1671914757","https://openalex.org/W593478746","https://openalex.org/W2100079361","https://openalex.org/W2968873290","https://openalex.org/W3016342375"],"abstract_inverted_index":{"Courses":[0],"in":[1,72],"computer":[2],"science":[3],"(CS)":[4],"often":[5],"assess":[6],"student":[7,20],"programming":[8],"assignments":[9],"manually,":[10],"with":[11],"the":[12],"intent":[13],"of":[14,53],"providing":[15],"in-depth":[16],"feedback":[17,40],"to":[18,37,48,67],"each":[19],"regarding":[21],"correctness,":[22],"style,":[23],"efficiency,":[24],"and":[25,76],"other":[26],"quality":[27],"attributes.":[28],"As":[29],"class":[30],"sizes":[31],"increase,":[32],"however,":[33],"it":[34],"is":[35],"hard":[36],"provide":[38],"detailed":[39],"consistently,":[41],"especially":[42],"when":[43],"multiple":[44],"assessors":[45],"are":[46],"required":[47],"handle":[49],"a":[50,64,73],"larger":[51],"number":[52],"assignment":[54],"submissions.":[55],"Large":[56],"language":[57],"models":[58],"(LLMs),":[59],"such":[60],"as":[61],"ChatGPT,":[62],"offer":[63],"promising":[65],"alternative":[66],"help":[68],"automate":[69],"this":[70],"process":[71],"consistent,":[74],"scalable,":[75],"minimally-biased":[77],"manner.":[78]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}