{"id":"https://openalex.org/W4412377825","doi":"https://doi.org/10.1145/3726302.3731687","title":"Query Understanding in LLM-based Conversational Information Seeking","display_name":"Query Understanding in LLM-based Conversational Information Seeking","publication_year":2025,"publication_date":"2025-07-13","ids":{"openalex":"https://openalex.org/W4412377825","doi":"https://doi.org/10.1145/3726302.3731687"},"language":"en","primary_location":{"id":"doi:10.1145/3726302.3731687","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3731687","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3731687","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 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3731687","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101752049","display_name":"Yifei Yuan","orcid":"https://orcid.org/0000-0001-7275-5398"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Yifei Yuan","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078071076","display_name":"Zahra Abbasiantaeb","orcid":"https://orcid.org/0000-0002-4046-3419"},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Zahra Abbasiantaeb","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063466614","display_name":"Mohammad Aliannejadi","orcid":"https://orcid.org/0000-0002-9447-4172"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mohammad Aliannejadi","raw_affiliation_strings":["University of Amsterdam, Amstedam, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amstedam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050035602","display_name":"Yang Deng","orcid":"https://orcid.org/0000-0002-8122-5943"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yang Deng","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101752049"],"corresponding_institution_ids":["https://openalex.org/I124055696"],"apc_list":null,"apc_paid":null,"fwci":2.8599,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91806071,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"4098","last_page":"4101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9980999827384949,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9980999827384949,"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":0.9966999888420105,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9945999979972839,"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":0.7409179210662842},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4022221863269806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7409179210662842},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4022221863269806}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3726302.3731687","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3731687","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3731687","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 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3726302.3731687","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3731687","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3731687","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 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412377825.pdf","grobid_xml":"https://content.openalex.org/works/W4412377825.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2590822507","https://openalex.org/W2981852735","https://openalex.org/W2997662139","https://openalex.org/W3047936157","https://openalex.org/W3092307876","https://openalex.org/W3099865390","https://openalex.org/W3100591766","https://openalex.org/W3105690102","https://openalex.org/W3115037692","https://openalex.org/W3198952405","https://openalex.org/W3209431991","https://openalex.org/W4226059645","https://openalex.org/W4281482237","https://openalex.org/W4287643741","https://openalex.org/W4288089799","https://openalex.org/W4307313252","https://openalex.org/W4310015411","https://openalex.org/W4385569686","https://openalex.org/W4385573137","https://openalex.org/W4387723952","https://openalex.org/W4387847071","https://openalex.org/W4389518951","https://openalex.org/W4389520244","https://openalex.org/W4389520758","https://openalex.org/W4392471527","https://openalex.org/W4392972260","https://openalex.org/W4399717626","https://openalex.org/W4404782960"],"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/W4396696052"],"abstract_inverted_index":{"Query":[0],"understanding":[1,55,73,103,120,125],"in":[2,43,56,75,98,104,133],"CIS":[3,58],"involves":[4],"accurately":[5],"interpreting":[6,29],"user":[7],"intent":[8],"through":[9],"context-aware":[10],"interactions.":[11],"This":[12],"includes":[13],"resolving":[14],"ambiguities,":[15],"refining":[16],"queries,":[17],"and":[18,32,38,84,90,108,126],"adapting":[19,33],"to":[20,52,70,116,129],"evolving":[21],"information":[22],"needs.":[23],"LLM":[24,100],"enhance":[25,53],"this":[26,46,134],"process":[27],"by":[28],"nuanced":[30],"language":[31],"dynamically,":[34],"improving":[35],"the":[36,118],"relevance":[37],"precision":[39],"of":[40,121],"search":[41,106],"results":[42],"real-time.":[44],"In":[45],"tutorial,":[47],"we":[48],"explore":[49],"advanced":[50],"techniques":[51],"query":[54,72,88,91,102,124],"LLM-based":[57,122],"systems.":[59],"We":[60,93],"delve":[61],"into":[62],"LLM-driven":[63],"methods":[64],"for":[65,79,101],"developing":[66],"robust":[67],"evaluation":[68],"metrics":[69],"assess":[71],"quality":[74],"multi-turn":[76],"interactions,":[77],"strategies":[78],"building":[80],"more":[81],"interactive":[82],"systems,":[83],"applications":[85],"like":[86],"proactive":[87],"management":[89],"reformulation.":[92],"also":[94],"discuss":[95],"key":[96],"challenges":[97],"integrating":[99],"conversational":[105,123],"systems":[107],"outline":[109],"future":[110],"research":[111],"directions.":[112],"Our":[113],"goal":[114],"is":[115],"deepen":[117],"audience's":[119],"inspire":[127],"discussions":[128],"drive":[130],"ongoing":[131],"advancements":[132],"field.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}