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@@ -174,11 +174,11 @@ dataset = load_dataset("jacklanda/SemanticQA", "idiom_detection")
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  ## Citation
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  ```bibtex
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- @article{liu2024revisiting,
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- title={Revisiting a Pain in the Neck: Semantic Phrase Processing Benchmark for Language Models},
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- author={Liu, Yang and Qin, Melissa Xiaohui and Li, Hongming and Huang, Chao},
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- journal={arXiv preprint arXiv:2405.02861},
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- year={2024}
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  }
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  ```
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  ## Citation
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  ```bibtex
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+ @article{liu2026revisiting,
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+ title={Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models},
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+ author={Liu, Yang and Li, Hongming and Qin, Melissa Xiaohui and Liu, Qiankun and Huang, Chao},
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+ journal={arXiv preprint arXiv:2604.16593},
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+ year={2026}
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  }
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  ```
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