Papers with foundational component
XNLP: An Interactive Demonstration System for Universal Structured NLP (2024.acl-demos)
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| Challenge: | Structured Natural Language Processing (XNLP) is an important subset of NLP that entails understanding the underlying semantic or syntactic structure of texts. |
| Approach: | They propose a XNLP demonstration system that leverages LLM to achieve universal XnLP with one model for all with high generalizability. |
| Outcome: | The proposed system advances in multiple aspects, including universal XNLP modeling, high performance, interpretability, scalability, and interactivity. |
NüshuRescue: Reviving the Endangered Nüshu Language with AI (2025.coling-main)
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| Challenge: | Nüshu is a rare syllabic script used by Yao women in china for self-expression . a lack of data makes the reconstruction labor-intensive and costly . |
| Approach: | They propose an AI-driven framework to train large corpora on endangered languages . Nüshu is a rare syllabic script used by Yao women in china for self-expression . |
| Outcome: | NüshuRescue automates evaluation and expands target corpora to accelerate linguistic revitalization. |