{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T11:02:37Z","timestamp":1784372557061,"version":"3.55.0"},"publisher-location":"Singapore","reference-count":25,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819235193","type":"print"},{"value":"9789819235209","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,7,19]],"date-time":"2026-07-19T00:00:00Z","timestamp":1784419200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2026,7,19]],"date-time":"2026-07-19T00:00:00Z","timestamp":1784419200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2027]]},"DOI":"10.1007\/978-981-92-3520-9_1","type":"book-chapter","created":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T10:04:02Z","timestamp":1784369042000},"page":"3-16","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Mitigating Model Biases via Multi-LLM Consensus Aggregation in Pun Detection"],"prefix":"10.1007","author":[{"given":"Kelaiti","family":"Xiao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liang","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dongyu","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongfei","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,19]]},"reference":[{"key":"1_CR1","unstructured":"Zhao, W.X., et al.: A survey of large language models. arXiv: 2303.18223 [cs] (2023). Visited on 29 Dec 2023"},{"key":"1_CR2","unstructured":"Olivero, S.: Figurative language understanding based on large language models. PhD thesis. Politecnico di Torino (2024)"},{"key":"1_CR3","doi-asserted-by":"publisher","first-page":"11766","DOI":"10.18653\/v1\/2024.emnlp-main.657","volume-title":"Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing","author":"Z Xu","year":"2024","unstructured":"Xu, Z., et al.: A good pun is its own reword: can large language models understand puns? In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pp. 11766\u201311782 (2024)"},{"key":"1_CR4","first-page":"91","volume-title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics","author":"Y Xu","year":"2024","unstructured":"Xu, Y., et al.: Exploring chain-of-thought for multi-modal metaphor detection. In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, vol. 1: Long Papers, pp. 91\u2013101 (2024)"},{"key":"1_CR5","first-page":"855","volume-title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics","author":"Z Horvitz","year":"2024","unstructured":"Horvitz, Z., et al.: Getting serious about humor: crafting humor datasets with unfunny large language models. In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, vol. 2: Short Papers, pp. 855\u2013869 (2024)"},{"key":"1_CR6","doi-asserted-by":"publisher","first-page":"35","DOI":"10.18653\/v1\/2024.figlang-1.5","volume-title":"Proceedings of the 4th Workshop on Figurative Language Processing (FigLang 2024)","author":"FDL Fornaciari","year":"2024","unstructured":"Fornaciari, F.D.L., et al.: A hard nut to crack: idiom detection with conversational large language models. In: Proceedings of the 4th Workshop on Figurative Language Processing (FigLang 2024), pp. 35\u201344 (2024)"},{"key":"1_CR7","doi-asserted-by":"publisher","first-page":"22199","DOI":"10.52202\/068431-1613","volume":"35","author":"T Kojima","year":"2022","unstructured":"Kojima, T., et al.: Large language models are zero-shot reasoners. Adv. Neural Inf. Proces. Syst. 35, 22199\u201322213 (2022)","journal-title":"Adv. Neural Inf. Proces. Syst."},{"key":"1_CR8","first-page":"2037","volume-title":"Proceedings of the 60th Annual Meeting of the association for Computational Linguistics","author":"E Aghazadeh","year":"2022","unstructured":"Aghazadeh, E., Fayyaz, M., Yaghoobzadeh, Y.: Metaphors in pre-trained language models: probing and generalization across datasets and languages. In: Proceedings of the 60th Annual Meeting of the association for Computational Linguistics, vol. 1: Long Papers, pp. 2037\u20132050 (2022)"},{"key":"1_CR9","first-page":"1018","volume-title":"Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics","author":"L Wachowiak","year":"2023","unstructured":"Wachowiak, L., Gromann, D.: Does GPT-3 grasp metaphors? Identifying metaphor mappings with generative language models. In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, vol. 1: Long Papers, pp. 1018\u20131032 (2023)"},{"key":"1_CR10","first-page":"688","volume-title":"Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics","author":"J Hessel","year":"2023","unstructured":"Hessel, J., et al.: Do androids laugh at electric sheep? Humor under standing benchmarks from the new Yorker caption contest. In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, vol. 1: Long Papers, pp. 688\u2013714 (2023)"},{"key":"1_CR11","first-page":"1041","volume-title":"Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics","author":"V Raunak","year":"2023","unstructured":"Raunak, V., et al.: Do GPTs produce less literal translations? In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, vol. 2: Short Papers, pp. 1041\u20131050 (2023)"},{"key":"1_CR12","unstructured":"Zhong, S. et al.: Let\u2019s think outside the box: exploring leap-of thought in large language models with creative humor generation preprint (2023) https:\/\/arxiv.org\/abs\/2312.02439"},{"key":"1_CR13","doi-asserted-by":"crossref","unstructured":"Xinru Wang et al.: \u201cHuman-LLM collaborative annotation through effective verification of LLM labels\u201d. In: Proceedings of the CHI Conference on Human Factors in Computing Systems. 2024, pp. 1\u201321.","DOI":"10.1145\/3613904.3641960"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Kholodna, N. et al.: LLMs in the loop: leveraging large language model annotations for active learning in low-resource languages. In:arXiv preprint (2024). https:\/\/arxiv.org\/abs\/2404.02261","DOI":"10.1007\/978-3-031-70381-2_25"},{"key":"1_CR15","doi-asserted-by":"publisher","first-page":"822","DOI":"10.18653\/v1\/2023.wmt-1.70","volume-title":"Proceedings of the Eighth Conference on Machine Translation","author":"Z Wu","year":"2023","unstructured":"Wu, Z., et al.: Empowering a metric with LLM-assisted named entity annotation: HW-TSC\u2019s submission to the WMT23 metrics shared task. In: Proceedings of the Eighth Conference on Machine Translation, pp. 822\u2013828 (2023)"},{"key":"1_CR16","doi-asserted-by":"crossref","unstructured":"Hu, Z. et al.: LLM-adapters: an adapter family for parameter-efficient fine-tuning of large language models. In: arXiv preprint (2023). https:\/\/arxiv.org\/abs\/2304.01933","DOI":"10.18653\/v1\/2023.emnlp-main.319"},{"key":"1_CR17","unstructured":"Wang, Y. et al.: Pandalm: An automatic evaluation benchmark for llm instruction tuning optimization. In: arXiv preprint (2023). https:\/\/arxiv.org\/abs\/2306.05087"},{"key":"1_CR18","first-page":"1","volume-title":"Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems","author":"X Wang","year":"2024","unstructured":"Wang, X., et al.: Human-llm collaborative annotation through effective verification of llm labels. In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, pp. 1\u201321 (2024)"},{"key":"1_CR19","volume-title":"The Thirteenth International Conference on Learning Representations","author":"Y Zhou","year":"2025","unstructured":"Zhou, Y., Shen, J., Yu, C.: Weak to strong generalization for large language models with multi-capabilities. In: The Thirteenth International Conference on Learning Representations (2025)"},{"key":"1_CR20","doi-asserted-by":"publisher","first-page":"58","DOI":"10.18653\/v1\/S17-2005","volume-title":"Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)","author":"T Miller","year":"2017","unstructured":"Miller, T.: Christian F Hempelmann, and Iryna Gurevych: semeval-2017 task 7: detection and interpretation of english puns. In: Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), pp. 58\u201368 (2017)"},{"key":"1_CR21","unstructured":"OpenAI: GPT-3.5-turbo (2023). url: https:\/\/platform.openai.com\/docs\/models\/gpt-3-5-turbo. Accessed 07 June 2024"},{"key":"1_CR22","unstructured":"OpenAI: GPT-4-turbo-preview 2023). url: https:\/\/platform.openai.com\/docs\/models\/gpt-4-turbo-and-gpt-4. Accessed 07 June 2024"},{"key":"1_CR23","unstructured":"Anthropic: Claude-3-opus (2023). url: https:\/\/www.anthropic.com\/news\/claude-3-family. Accessed 07 June 2024"},{"key":"1_CR24","unstructured":"Google Research: Gemini-1.5-pro (2023). url: https:\/\/deepmind.google\/technologies\/gemini\/pro\/. Accessed 07 June 2024"},{"key":"1_CR25","unstructured":"Achiam, J. et al.: Gpt-4 Technical report. In: arXiv preprint (2023). https:\/\/arxiv.org\/abs\/2303.08774"}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Technology and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-92-3520-9_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T10:04:05Z","timestamp":1784369045000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-92-3520-9_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,19]]},"ISBN":["9789819235193","9789819235209"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-981-92-3520-9_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,19]]},"assertion":[{"value":"19 July 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toronto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 July 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2026a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ic-icc.cn\/2026\/index.htm","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}