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[AAAI 2025] Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks

arxiv.org/abs/2409.13203
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README.md
README.md
 
 
index.sh
index.sh
 
 
inference.py
inference.py
 
 
mainfunc.py
mainfunc.py
 
 
regular.jsonl
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requirements.txt
requirements.txt
 
 
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NesyCD

🛠 Requirements

Install LLaMA-Factory following LLaMA-Factory.

cd NesyCD
pip install -e ".[torch,metrics]"

Install pyserini following pyserini.

💡 Data

  • Download the datasets from official websites.

  • From Google drive: (we unified the formats of the above datasets). Link

Details

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[AAAI 2025] Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks

arxiv.org/abs/2409.13203

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