{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T13:37:04Z","timestamp":1742996224540,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":30,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819772438"},{"type":"electronic","value":"9789819772445"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-981-97-7244-5_8","type":"book-chapter","created":{"date-parts":[[2024,8,27]],"date-time":"2024-08-27T17:02:38Z","timestamp":1724778158000},"page":"113-129","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Improving Zero-Shot Information Retrieval with\u00a0Mutual Validation of\u00a0Generative and\u00a0Pseudo-Relevance Feedback"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-9546-5022","authenticated-orcid":false,"given":"Xinran","family":"Xie","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7120-4209","authenticated-orcid":false,"given":"Rui","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3358-5813","authenticated-orcid":false,"given":"TaiLai","family":"Peng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-7640-1281","authenticated-orcid":false,"given":"Dekun","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9708-2000","authenticated-orcid":false,"given":"Zhe","family":"Cui","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,8,28]]},"reference":[{"issue":"3","key":"8_CR1","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1145\/321033.321035","volume":"7","author":"ME Maron","year":"1960","unstructured":"Maron, M.E., Kuhns, J.L.: On relevance, probabilistic indexing and information retrieval. J. ACM (JACM) 7(3), 216\u2013244 (1960)","journal-title":"J. ACM (JACM)"},{"key":"8_CR2","doi-asserted-by":"crossref","unstructured":"Abdul-Jaleel, N., Allan, J.,\u00a0Bruce Croft, W., et\u00a0al.: UMass at TREC 2004: novelty and hard. (189) (2004)","DOI":"10.21236\/ADA460118"},{"key":"8_CR3","doi-asserted-by":"crossref","unstructured":"Fang, H., Zhai, C.: Semantic term matching in axiomatic approaches to information retrieval. In: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 115\u2013122 (2006)","DOI":"10.1145\/1148170.1148193"},{"key":"8_CR4","unstructured":"Rocchio, J.J.: Relevance feedback in information retrieval (1971). The full reference details should be specified here"},{"key":"8_CR5","doi-asserted-by":"crossref","unstructured":"Mackie, I., Chatterjee, S., Dalton, J.: Generative relevance feedback with large language models. In: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, pp. 2026\u20132031. Association for Computing Machinery (2023)","DOI":"10.1145\/3539618.3591992"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Wang, L., Yang, N., Wei, F.: Query2doc: query expansion with large language models. In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, December 2023, pp. 9414\u20139423 (2023)","DOI":"10.18653\/v1\/2023.emnlp-main.585"},{"key":"8_CR7","unstructured":"Jagerman, R., Zhuang, H., Qin, Z., et\u00a0al.: Query expansion by prompting large language models (2023)"},{"key":"8_CR8","doi-asserted-by":"crossref","unstructured":"Huang, L., Yu, W., Ma, W., et\u00a0al.: A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions (2023)","DOI":"10.1145\/3703155"},{"key":"8_CR9","unstructured":"Mackie, I., Chatterjee, S., Dalton, J.: Generative and pseudo-relevant feedback for sparse, dense and learned sparse retrieval (2023)"},{"key":"8_CR10","doi-asserted-by":"crossref","unstructured":"Jia, P., Liu, Y., Zhao, X., et\u00a0al.: MILL: mutual verification with large language models for zero-shot query expansion (2023)","DOI":"10.18653\/v1\/2024.naacl-long.138"},{"issue":"1","key":"8_CR11","first-page":"1","volume":"17","author":"X Wang","year":"2023","unstructured":"Wang, X., MacDonald, C., Tonellotto, N., et al.: ColBERT-PRF: semantic pseudo-relevance feedback for dense passage and document retrieval. ACM Trans. Web 17(1), 1\u201339 (2023)","journal-title":"ACM Trans. Web"},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Zheng, Z., Hui, K., He, B., et\u00a0al.: BERT-QE: contextualized query expansion for document re-ranking. In: Findings of the Association for Computational Linguistics: EMNLP 2020, pp. 4718\u20134728, Online, November 2020. Association for Computational Linguistics (2020)","DOI":"10.18653\/v1\/2020.findings-emnlp.424"},{"issue":"5","key":"8_CR13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102672","volume":"58","author":"Z Zheng","year":"2021","unstructured":"Zheng, Z., Hui, K., He, B., et al.: Contextualized query expansion via unsupervised chunk selection for text retrieval. Inf. Process. Manage. 58(5), 102672 (2021)","journal-title":"Inf. Process. Manage."},{"key":"8_CR14","unstructured":"Brown, T.B., Mann, B., et\u00a0al.: Language models are few-shot learners. In: Proceedings of the 34th International Conference on Neural Information Processing Systems, NIPS 2020, Red Hook, NY, USA. Curran Associates Inc (2020)"},{"key":"8_CR15","unstructured":"Touvron, H., Lavril, T., Izacard, G., et\u00a0al.: LLaMA: open and efficient foundation language models (2023)"},{"key":"8_CR16","unstructured":"Zhao, W.X., Zhou, K., Li, J., et\u00a0al.: A survey of large language models. ArXiv, abs\/2303.18223 (2023)"},{"key":"8_CR17","unstructured":"Kojima, T., Gu, S.S., Reid, M., et\u00a0al.: Large language models are zero-shot reasoners (2023)"},{"key":"8_CR18","doi-asserted-by":"crossref","unstructured":"Besta, M., Blach, N., Kubicek, A., et\u00a0al.: Graph of thoughts: solving elaborate problems with large language models (2024)","DOI":"10.1609\/aaai.v38i16.29720"},{"key":"8_CR19","doi-asserted-by":"crossref","unstructured":"Samarinas, C., Dharawat, A., Zamani, H.: Revisiting open domain query facet extraction and generation. In: Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2022, pp. 43\u201350. Association for Computing Machinery, New York (2022)","DOI":"10.1145\/3539813.3545138"},{"key":"8_CR20","unstructured":"Nogueira, R., Yang, W., Lin, J., et\u00a0al.: Document expansion by query prediction (2019)"},{"key":"8_CR21","unstructured":"Ma, X., Zhang, X., Pradeep, R., Lin, J.: Zero-shot listwise document reranking with a large language model (2023)"},{"key":"8_CR22","doi-asserted-by":"crossref","unstructured":"Robertson, S., Walker, S., Jones, S., et\u00a0al.: Okapi at TREC-3, pages 0\u2013, January 1994","DOI":"10.6028\/NIST.SP.500-225.routing-city"},{"key":"8_CR23","unstructured":"Thakur, N., Reimers, N., R\u00fcckl\u00e9, A., et\u00a0al.: BEIR: a heterogenous benchmark for zero-shot evaluation of information retrieval models (2021)"},{"key":"8_CR24","unstructured":"Yu, W., Iter, D., Wang, S., et\u00a0al.: Generate rather than retrieve: large language models are strong context generators (2023)"},{"key":"8_CR25","unstructured":"Voorhees, E.M., Alam, T., Bedrick, S., et\u00a0al.: TREC-COVID: constructing a pandemic information retrieval test collection. CoRR, abs\/2005.04474 (2020)"},{"key":"8_CR26","unstructured":"Nguyen, T., Rosenberg, M., Song, X., et\u00a0al.: MS MARCO: a human generated machine reading comprehension dataset. CoRR, abs\/1611.09268 (2016)"},{"key":"8_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"450","DOI":"10.1007\/978-3-030-85251-1_28","volume-title":"Experimental IR Meets Multilinguality, Multimodality, and Interaction","author":"A Bondarenko","year":"2021","unstructured":"Bondarenko, A., et al.: Overview of Touch\u00e9 2021: argument retrieval. In: Candan, K.S., et al. (eds.) CLEF 2021. LNCS, vol. 12880, pp. 450\u2013467. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-85251-1_28"},{"key":"8_CR28","doi-asserted-by":"crossref","unstructured":"Boteva, V., Gholipour, D., Sokolov, A., et\u00a0al.: A full-text learning to rank dataset for medical information retrieval (2016)","DOI":"10.1007\/978-3-319-30671-1_58"},{"key":"8_CR29","doi-asserted-by":"crossref","unstructured":"Macdonald, C., Tonellotto, N.: Declarative experimentation in information retrieval using PyTerrier. In: Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval, September 2020","DOI":"10.1145\/3409256.3409829"},{"key":"8_CR30","doi-asserted-by":"crossref","unstructured":"Reimers, N., Gurevych, I.: Sentence-BERT: sentence embeddings using Siamese BERT-networks. In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, November 2019","DOI":"10.18653\/v1\/D19-1410"}],"container-title":["Lecture Notes in Computer Science","Web and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-7244-5_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T09:49:25Z","timestamp":1732700965000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-7244-5_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819772438","9789819772445"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-7244-5_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"28 August 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APWeb-WAIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Jinhua","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apwebwaim2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/apweb2024.zjnu.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}