{"id":"https://openalex.org/W4412408536","doi":"https://doi.org/10.1145/3744200.3744761","title":"Empowering IETF Collaboration with NLP Search Innovations and LLM-Enhanced RFC Writing","display_name":"Empowering IETF Collaboration with NLP Search Innovations and LLM-Enhanced RFC Writing","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4412408536","doi":"https://doi.org/10.1145/3744200.3744761"},"language":"en","primary_location":{"id":"doi:10.1145/3744200.3744761","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3744200.3744761","pdf_url":null,"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 Applied Networking Research Workshop on ZZZ","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3744200.3744761","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055710883","display_name":"Jie Bian","orcid":"https://orcid.org/0009-0009-4245-870X"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Jie Bian","raw_affiliation_strings":["University of Oslo"],"affiliations":[{"raw_affiliation_string":"University of Oslo","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075672345","display_name":"Michael Welzl","orcid":"https://orcid.org/0000-0001-8179-599X"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Michael Welzl","raw_affiliation_strings":["University of Oslo"],"affiliations":[{"raw_affiliation_string":"University of Oslo","institution_ids":["https://openalex.org/I184942183"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055710883"],"corresponding_institution_ids":["https://openalex.org/I184942183"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0845542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9842000007629395,"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":0.9842000007629395,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9797999858856201,"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/T10028","display_name":"Topic Modeling","score":0.977400004863739,"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":0.6748874187469482},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43643367290496826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42054080963134766},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3592666983604431},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.342284619808197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6748874187469482},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43643367290496826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42054080963134766},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3592666983604431},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.342284619808197}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3744200.3744761","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3744200.3744761","pdf_url":null,"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 Applied Networking Research Workshop on ZZZ","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3744200.3744761","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3744200.3744761","pdf_url":null,"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 Applied Networking Research Workshop on ZZZ","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1593271688","https://openalex.org/W2160471965","https://openalex.org/W3039754487","https://openalex.org/W3081168214","https://openalex.org/W3168867926","https://openalex.org/W3185373520","https://openalex.org/W3192907204","https://openalex.org/W4252076394","https://openalex.org/W4297394523","https://openalex.org/W4320523283","https://openalex.org/W4388644506","https://openalex.org/W4400689261","https://openalex.org/W4401597885","https://openalex.org/W4402670856","https://openalex.org/W4403172155"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0,30],"Internet":[1],"Engineering":[2],"Task":[3],"Force":[4],"(IETF)":[5],"produces":[6],"extensive":[7],"textual":[8],"data,":[9],"including":[10],"discussions":[11],"in":[12,103],"email":[13],"archives":[14],"and":[15,18,33,106],"GitHub":[16],"repositories":[17],"Internet-Drafts":[19],"(I-Ds),":[20],"which":[21],"are":[22],"preliminary":[23],"versions":[24],"of":[25,35,46,70],"Requests":[26],"for":[27],"Comments":[28],"(RFCs).":[29],"sheer":[31],"volume":[32],"complexity":[34],"this":[36],"material":[37],"present":[38],"significant":[39],"workflow":[40],"challenges,":[41],"contributing":[42],"to":[43,53,61,80,89,101],"the":[44,47,62,68],"duration":[45],"standardization":[48],"process":[49],"(it":[50],"is":[51],"common":[52],"take":[54],"several":[55],"years":[56],"from":[57],"an":[58,104],"initial":[59],"draft":[60],"final":[63],"RFC).":[64],"This":[65],"paper":[66],"explores":[67],"potential":[69],"Natural":[71],"Language":[72,77],"Processing":[73],"(NLP)":[74],"using":[75],"Large":[76],"Models":[78],"(LLMs)":[79],"streamline":[81],"IETF":[82],"workflows.":[83],"We":[84],"use":[85],"Information":[86],"Retrieval":[87],"(IR)":[88],"i)":[90],"build":[91],"a":[92],"search":[93],"system":[94],"that":[95],"helps":[96],"users":[97],"locate":[98],"comments":[99],"related":[100],"details":[102],"I-D,":[105],"ii)":[107],"partially":[108],"automate":[109],"RFC":[110],"writing.":[111]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}