Add link to paper
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by nielsr HF Staff - opened
README.md
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@@ -12,6 +12,8 @@ AS-SRL is the first Chinese speech-based Semantic Role Labeling (SRL) dataset, c
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This dataset was developed to address the growing need for speech-based language understanding capabilities, particularly for SRL from speech input directly. It enables research on end-to-end approaches for SRL from speech, which can help overcome limitations of traditional pipeline methods (ASR followed by text-based SRL) such as error propagation and loss of useful acoustic features.
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## Features
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- 9,000 authentic Mandarin speech recordings with corresponding transcripts and SRL annotations
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If you use this dataset, please cite:
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This dataset was developed to address the growing need for speech-based language understanding capabilities, particularly for SRL from speech input directly. It enables research on end-to-end approaches for SRL from speech, which can help overcome limitations of traditional pipeline methods (ASR followed by text-based SRL) such as error propagation and loss of useful acoustic features.
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It was proposed in the paper [Semantic Role Labeling: A Systematical Survey](https://huggingface.co/papers/2502.08660).
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## Features
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- 9,000 authentic Mandarin speech recordings with corresponding transcripts and SRL annotations
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If you use this dataset, please cite:
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@inproceedings{chen-etal-2024-semantic,
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title = "Semantic Role Labeling from Chinese Speech via End-to-End Learning",
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author = "Chen, Huiyao and Li, Xinxin and Zhang, Meishan and Zhang, Min",
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booktitle = "Findings of the Association for Computational Linguistics: ACL 2024",
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year = "2024",
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pages = "8898--8911"
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}
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