{"id":"https://openalex.org/W4361857606","doi":"https://doi.org/10.1007/978-3-031-27818-1_25","title":"HSS: A Hierarchical Semantic Similarity Hard Negative Sampling Method for Dense Retrievers","display_name":"HSS: A Hierarchical Semantic Similarity Hard Negative Sampling Method for Dense Retrievers","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4361857606","doi":"https://doi.org/10.1007/978-3-031-27818-1_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-27818-1_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-27818-1_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5013232832","display_name":"Xinjia Xie","orcid":"https://orcid.org/0000-0002-5737-6266"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjia Xie","raw_affiliation_strings":["National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639398","display_name":"Feng Liu","orcid":"https://orcid.org/0000-0002-5005-9129"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Liu","raw_affiliation_strings":["National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010737353","display_name":"Shun Gai","orcid":"https://orcid.org/0000-0002-7967-0036"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shun Gai","raw_affiliation_strings":["National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011008665","display_name":"Zhen Huang","orcid":"https://orcid.org/0000-0003-4819-373X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Huang","raw_affiliation_strings":["National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101814774","display_name":"Minghao Hu","orcid":"https://orcid.org/0000-0002-5002-3724"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Minghao Hu","raw_affiliation_strings":["Information Research Center of Military Science, Beijing, 100000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Research Center of Military Science, Beijing, 100000, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012072928","display_name":"Ankun Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ankun Wang","raw_affiliation_strings":["National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Parallel and Distributed Processing, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100639398"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02303767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9983999729156494,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8742713332176208},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.6329375505447388},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5890177488327026},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5575559735298157},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5544136762619019},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5217835903167725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40372756123542786},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3412025570869446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8742713332176208},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6329375505447388},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5890177488327026},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5575559735298157},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5544136762619019},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5217835903167725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40372756123542786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3412025570869446},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-27818-1_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-27818-1_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1801866228","https://openalex.org/W1980776243","https://openalex.org/W2912924812","https://openalex.org/W2951434086","https://openalex.org/W2963339397","https://openalex.org/W2987249037","https://openalex.org/W2998702515","https://openalex.org/W3099700870","https://openalex.org/W3109894131","https://openalex.org/W3154670582","https://openalex.org/W3155895380","https://openalex.org/W3201233724","https://openalex.org/W3209717315","https://openalex.org/W4206827264","https://openalex.org/W4210880854","https://openalex.org/W4389524402","https://openalex.org/W6791766464"],"related_works":["https://openalex.org/W2375480909","https://openalex.org/W2353314428","https://openalex.org/W2012019886","https://openalex.org/W2388928357","https://openalex.org/W2166090428","https://openalex.org/W2381021552","https://openalex.org/W2114797768","https://openalex.org/W2380654781","https://openalex.org/W2176214140","https://openalex.org/W2516873349"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
