{"id":"https://openalex.org/W4411638717","doi":"https://doi.org/10.18653/v1/2024.eacl-short.41","title":"Pre-Training Methods for Question Reranking","display_name":"Pre-Training Methods for Question Reranking","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4411638717","doi":"https://doi.org/10.18653/v1/2024.eacl-short.41"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2024.eacl-short.41","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.eacl-short.41","pdf_url":"https://aclanthology.org/2024.eacl-short.41.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 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.eacl-short.41.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047749159","display_name":"Stefano Campese","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]},{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Stefano Campese","raw_affiliation_strings":["University of Trento Amazon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento Amazon","institution_ids":["https://openalex.org/I1311688040","https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061388105","display_name":"Ivano Lauriola","orcid":"https://orcid.org/0000-0001-7236-061X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivano Lauriola","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5056376686","display_name":"Alessandro Moschitti","orcid":"https://orcid.org/0000-0003-2216-8034"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]},{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Alessandro Moschitti","raw_affiliation_strings":["University of Trento Amazon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento Amazon","institution_ids":["https://openalex.org/I1311688040","https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6726,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7822664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"469","last_page":"476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13447","display_name":"Educational and Psychological Assessments","score":0.6614000201225281,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13447","display_name":"Educational and Psychological Assessments","score":0.6614000201225281,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11715","display_name":"Education and Critical Thinking Development","score":0.6536999940872192,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.5726000070571899,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.676236629486084},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5307006239891052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3719823956489563},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.04977703094482422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.676236629486084},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5307006239891052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3719823956489563},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.04977703094482422},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2024.eacl-short.41","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.eacl-short.41","pdf_url":"https://aclanthology.org/2024.eacl-short.41.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 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.eacl-short.41","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.eacl-short.41","pdf_url":"https://aclanthology.org/2024.eacl-short.41.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 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411638717.pdf","grobid_xml":"https://content.openalex.org/works/W4411638717.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W230091440","https://openalex.org/W2390279801","https://openalex.org/W2233261550","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2810751659"],"abstract_inverted_index":{"One":[0],"interesting":[1],"approach":[2],"to":[3,8,79],"Question":[4],"Answering":[5],"(QA)":[6],"is":[7,20],"search":[9],"for":[10,55,77],"semantically":[11],"similar":[12],"questions,":[13],"which":[14],"have":[15],"been":[16],"answered":[17],"before.This":[18],"task":[19,74],"different":[21,39,43],"from":[22,64],"answer":[23],"retrieval":[24,68,113],"as":[25],"it":[26,37],"focuses":[27],"on":[28,33,42,100],"questions":[29,81],"rather":[30],"than":[31],"only":[32],"the":[34,88,94,107],"answers,":[35],"therefore":[36],"requires":[38],"model":[40],"training":[41],"data.In":[44],"this":[45],"work,":[46],"we":[47],"introduce":[48],"a":[49,65],"novel":[50],"unsupervised":[51],"pretraining":[52],"method":[53],"specialized":[54],"retrieving":[56],"and":[57,70,75,102,105,112],"ranking":[58],"questions.This":[59],"leverages":[60],"(i)":[61,93],"knowledge":[62],"distillation":[63],"basic":[66],"question":[67],"model,":[69],"(ii)":[71,106],"new":[72],"pre-training":[73],"objective":[76],"learning":[78],"rank":[80],"in":[82],"terms":[83],"of":[84,109],"their":[85],"relevance":[86],"with":[87],"query.Our":[89],"experiments":[90],"show":[91],"that":[92],"proposed":[95],"technique":[96],"achieves":[97],"state-of-the-art":[98],"performance":[99],"QRC":[101],"Quora-match":[103],"datasets,":[104],"benefit":[108],"combining":[110],"re-ranking":[111],"models.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}