Recognizing Metaphorical Expressions in Chinese Speech and Their Natural Language Processing Strategies

[1] He, X., Yu, L., Tian, S., Yang, Q., Long, J., & Wang, B. (2024). VIEMF: Multimodal metaphor detection via visual information enhancement with multimodal fusion. Information Processing & Management, 61(3), 103652. He X. Yu L. Tian S. Yang Q. Long J. Wang B. ( 2024 ). VIEMF: Multimodal metaphor detection via visual information enhancement with multimodal fusion . Information Processing & Management , 61 ( 3 ), 103652 . Search in Google Scholar

[2] Stamenković, D., Ichien, N., & Holyoak, K. J. (2020). Individual differences in comprehension of contextualized metaphors. Metaphor and Symbol, 35(4), 285-301. Stamenković D. Ichien N. Holyoak K. J. ( 2020 ). Individual differences in comprehension of contextualized metaphors . Metaphor and Symbol , 35 ( 4 ), 285 - 301 . Search in Google Scholar

[3] Thibodeau, P. H., Hendricks, R. K., & Boroditsky, L. (2017). How linguistic metaphor scaffolds reasoning. Trends in cognitive sciences, 21(11), 852-863. Thibodeau P. H. Hendricks R. K. Boroditsky L. ( 2017 ). How linguistic metaphor scaffolds reasoning . Trends in cognitive sciences , 21 ( 11 ), 852 - 863 . Search in Google Scholar

[4] Bender, E. M., & Lascarides, A. (2019). Linguistic fundamentals for natural language processing II: 100 essentials from semantics and pragmatics. Morgan & Claypool Publishers. Bender E. M. Lascarides A. ( 2019 ). Linguistic fundamentals for natural language processing II: 100 essentials from semantics and pragmatics . Morgan & Claypool Publishers . Search in Google Scholar

[5] Sawaki, T. (2023). Conceptual Metaphors as a Resource to Build a Coherent Text. Linguistic Approaches in English for Academic Purposes: Expanding the Discourse, 193. Sawaki T. ( 2023 ). Conceptual Metaphors as a Resource to Build a Coherent Text . Linguistic Approaches in English for Academic Purposes: Expanding the Discourse , 193 . Search in Google Scholar

[6] Banaruee, H., Khoshsima, H., Zare-Behtash, E., & Yarahmadzehi, N. (2019). Reasons behind using metaphor: A cognitive perspective on metaphoric language. NeuroQuantology, 17(3), 108-113. Banaruee H. Khoshsima H. Zare-Behtash E. Yarahmadzehi N. ( 2019 ). Reasons behind using metaphor: A cognitive perspective on metaphoric language . NeuroQuantology , 17 ( 3 ), 108 - 113 . Search in Google Scholar

[7] Khudoliy, A. (2018). Conceptual metaphors in American journalistic texts. Advanced education, (10), 175-184. Khudoliy A. ( 2018 ). Conceptual metaphors in American journalistic texts . Advanced education , ( 10 ), 175 - 184 . Search in Google Scholar

[8] Cambria, E., Poria, S., Gelbukh, A., & Thelwall, M. (2017). Sentiment analysis is a big suitcase. IEEE Intelligent Systems, 32(6), 74-80. Cambria E. Poria S. Gelbukh A. Thelwall M. ( 2017 ). Sentiment analysis is a big suitcase . IEEE Intelligent Systems , 32 ( 6 ), 74 - 80 . Search in Google Scholar

[9] Dankers, V., Rei, M., Lewis, M., & Shutova, E. (2019, November). Modelling the interplay of metaphor and emotion through multitask learning. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (pp. 2218-2229). Dankers V. Rei M. Lewis M. Shutova E. ( 2019 , November ). Modelling the interplay of metaphor and emotion through multitask learning . In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (pp. 2218 - 2229 ). Search in Google Scholar

[10] Zhang, D., Zhang, M., Zhang, H., Yang, L., & Lin, H. (2021, August). MultiMET: A multimodal dataset for metaphor understanding. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) (pp. 3214-3225). Zhang D. Zhang M. Zhang H. Yang L. Lin H. ( 2021 , August ). MultiMET: A multimodal dataset for metaphor understanding . In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) (pp. 3214 - 3225 ). Search in Google Scholar

[11] Reimann, S., & Scheffler, T. (2024, May). Metaphors in Online Religious Communication: A Detailed Dataset and Cross-Genre Metaphor Detection. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) (pp. 11236-11246). Reimann S. Scheffler T. ( 2024 , May ). Metaphors in Online Religious Communication: A Detailed Dataset and Cross-Genre Metaphor Detection . In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) (pp. 11236 - 11246 ). Search in Google Scholar

[12] Ovando-Becerril, E., & Calvo, H. (2023, October). A Metaphorical Text Classifier to Compare the Use of RoBERTa-Large, RoBERTa-Base and BERT-Base Uncased. In International Workshop on Artificial Intelligence and Pattern Recognition (pp. 248-259). Cham: Springer Nature Switzerland. Ovando-Becerril E. Calvo H. ( 2023 , October ). A Metaphorical Text Classifier to Compare the Use of RoBERTa-Large, RoBERTa-Base and BERT-Base Uncased . In International Workshop on Artificial Intelligence and Pattern Recognition (pp. 248 - 259 ). Cham : Springer Nature Switzerland . Search in Google Scholar

[13] Chen, G., Wu, T., Cheng, M., Han, X., Gong, J., Wang, S., & Song, W. (2023, December). Chinese Metaphorical Relation Extraction: Dataset and Models. In Findings of the Association for Computational Linguistics: EMNLP 2023 (pp. 9085-9095). Chen G. Wu T. Cheng M. Han X. Gong J. Wang S. Song W. ( 2023 , December ). Chinese Metaphorical Relation Extraction: Dataset and Models . In Findings of the Association for Computational Linguistics: EMNLP 2023 (pp. 9085 - 9095 ). Search in Google Scholar

[14] Reijnierse, W. G., Burgers, C., Krennmayr, T., & Steen, G. J. (2018). DMIP: A method for identifying potentially deliberate metaphor in language use. Corpus Pragmatics, 2, 129-147. Reijnierse W. G. Burgers C. Krennmayr T. Steen G. J. ( 2018 ). DMIP: A method for identifying potentially deliberate metaphor in language use . Corpus Pragmatics , 2 , 129 - 147 . Search in Google Scholar

[15] Steen, G. (2017). Deliberate Metaphor Theory: Basic assumptions, main tenets, urgent issues. Intercultural Pragmatics, 14(1), 1 Steen G. ( 2017 ). Deliberate Metaphor Theory: Basic assumptions, main tenets, urgent issues . Intercultural Pragmatics , 14 ( 1 ), 1 Search in Google Scholar

[16] Katz, A. N. (2018). On interpreting statements as metaphor or irony: Contextual heuristics and cognitive consequences. In Metaphor (pp. 1-22). Psychology Press. Katz A. N. ( 2018 ). On interpreting statements as metaphor or irony: Contextual heuristics and cognitive consequences . In Metaphor (pp. 1 - 22 ). Psychology Press . Search in Google Scholar

[17] Su, C., Huang, S., & Chen, Y. (2017). Automatic detection and interpretation of nominal metaphor based on the theory of meaning. Neurocomputing, 219, 300-311. Su C. Huang S. Chen Y. ( 2017 ). Automatic detection and interpretation of nominal metaphor based on the theory of meaning . Neurocomputing , 219 , 300 - 311 . Search in Google Scholar

[18] Mao, R., & Li, X. (2021, May). Bridging towers of multi-task learning with a gating mechanism for aspect-based sentiment analysis and sequential metaphor identification. In Proceedings of the AAAI conference on artificial intelligence (Vol. 35, No. 15, pp. 13534-13542). Mao R. Li X. ( 2021 , May ). Bridging towers of multi-task learning with a gating mechanism for aspect-based sentiment analysis and sequential metaphor identification . In Proceedings of the AAAI conference on artificial intelligence (Vol. 35 , No. 15 , pp. 13534 - 13542 ). Search in Google Scholar

[19] Shou, X., Huang, X., & Xi, W. (2024). Conceptual metaphor theory guides GANs for generating metaphors and interpretations. IEEE Access. Shou X. Huang X. Xi W. ( 2024 ). Conceptual metaphor theory guides GANs for generating metaphors and interpretations . IEEE Access . Search in Google Scholar

[20] Yang, Q., Yu, L., Tian, S., & Song, J. (2021). Collaborative semantic representation network for metaphor detection. Applied Soft Computing, 113, 107911. Yang Q. Yu L. Tian S. Song J. ( 2021 ). Collaborative semantic representation network for metaphor detection . Applied Soft Computing , 113 , 107911 . Search in Google Scholar

[21] Mao, R., Lin, C., & Guerin, F. (2019, July). End-to-end sequential metaphor identification inspired by linguistic theories. In Proceedings of the 57th annual meeting of the association for computational linguistics (pp. 3888-3898). Mao R. Lin C. Guerin F. ( 2019 , July ). End-to-end sequential metaphor identification inspired by linguistic theories . In Proceedings of the 57th annual meeting of the association for computational linguistics (pp. 3888 - 3898 ). Search in Google Scholar

[22] Paul Windisch,Fabio Dennstädt,Carole Koechli,Robert Förster,Christina Schröder,Daniel M Aebersold & Daniel R Zwahlen. (2024). Predicting the sample size of randomized controlled trials using natural language processing. JAMIA open(4),ooae116. Paul Windisch Fabio Dennstädt Carole Koechli Robert Förster Christina Schröder Daniel M Aebersold Daniel R Zwahlen ( 2024 ). Predicting the sample size of randomized controlled trials using natural language processing . JAMIA open(4) , ooae116 . Search in Google Scholar

[23] Jing Zhou,Zhanliang Ye,Sheng Zhang,Zhao Geng,Ning Han & Tao Yang. (2024). Investigating response behavior through TF-IDF and Word2vec text analysis: A case study of PISA 2012 problem-solving process data. Heliyon(16),e35945-e35945. Jing Zhou Zhanliang Ye Sheng Zhang Zhao Geng Ning Han Tao Yang ( 2024 ). Investigating response behavior through TF-IDF and Word2vec text analysis: A case study of PISA 2012 problem-solving process data . Heliyon(16) , e35945 - e35945 . Search in Google Scholar

[24] Ming Wei Li,Rui Zhe Xu,Jing Geng,Wei Chiang Hong & He Li. (2024). A ship motion forecasting approach based on Fourier transform, regularized Bi-LSTM and chaotic quantum adaptive WOA. Ocean Engineering(P2),119560-119560. Ming Wei Li Rui Zhe Xu Jing Geng Wei Chiang Hong He Li ( 2024 ). A ship motion forecasting approach based on Fourier transform, regularized Bi-LSTM and chaotic quantum adaptive WOA . Ocean Engineering(P2) , 119560 - 119560 . Search in Google Scholar

[25] Dechun Lu,Yihan Liu,Fanchao Kong,Xin He,Annan Zhou & Xiuli Du. (2024). A novel Bi-LSTM method fusing current and historical data for tunnelling parameters of shield tunnel. Transportation Geotechnics101402-101402. Dechun Lu Yihan Liu Fanchao Kong Xin He Annan Zhou Xiuli Du ( 2024 ). A novel Bi-LSTM method fusing current and historical data for tunnelling parameters of shield tunnel . Transportation Geotechnics 101402 - 101402 . Search in Google Scholar