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by nielsr HF Staff - opened
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  1. README.md +11 -0
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  ---
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  license: mit
 
 
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  **BibTeX:**
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  ```bibtex
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  @article{liu2026lmlexiconimprovingdefinitionmodeling,
 
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  license: mit
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+ task_categories:
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+ - text-generation
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  ---
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+ # LM-Lexicon
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+ This repository contains the dataset for the paper [LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts](https://huggingface.co/papers/2602.14060).
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+ [**Project Page**](https://lm-lexicon.github.io) | [**GitHub**](https://github.com/jacklanda/LMLexicon)
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+ LM-Lexicon is an innovative definition modeling approach that incorporates data clustering, semantic expert learning, and model merging using a sparse mixture-of-experts (MoE) architecture. By decomposing the definition modeling task into specialized semantic domains, LM-Lexicon achieves substantial improvements over existing methods on five widely used benchmarks.
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  **BibTeX:**
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  ```bibtex
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  @article{liu2026lmlexiconimprovingdefinitionmodeling,