| 1 |
Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models |
Open-SQL框架：增强开源大语言模型在Text-to-SQL任务中的表现 |
large language model chain-of-thought |
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| 2 |
Assessing Adversarial Robustness of Large Language Models: An Empirical Study |
提出白盒攻击方法，评估并提升大型语言模型对抗鲁棒性 |
large language model |
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| 3 |
EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD |
提出EDA-Corpus数据集，用于增强LLM与OpenROAD的交互 |
large language model |
✅ |
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| 4 |
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding |
提出基于对比解码的上下文增强方法，提升大语言模型在开放域问答中的表现 |
large language model |
✅ |
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| 5 |
Relations Prediction for Knowledge Graph Completion using Large Language Models |
利用大型语言模型进行知识图谱补全的关系预测 |
large language model |
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| 6 |
A Framework for Human Evaluation of Large Language Models in Healthcare Derived from Literature Review |
提出QUEST框架，用于医疗领域大语言模型的人工评估标准化 |
large language model |
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| 7 |
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models |
提出R⁴框架，通过强化学习重排序检索文档，提升检索增强大语言模型的事实问答能力。 |
large language model |
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| 8 |
Beyond Performance: Quantifying and Mitigating Label Bias in LLMs |
提出一种标签偏差校准方法，提升LLM在少样本学习中的性能并缓解标签偏差。 |
large language model |
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| 9 |
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents |
L3X：提出检索增强的语言模型，用于从长文档中提取长对象列表 |
large language model |
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| 10 |
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions |
提出CoE-SQL，利用编辑链提升LLM在多轮Text-to-SQL任务中的推理能力。 |
large language model |
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| 11 |
Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning |
提出ELearnFit模型，结合高效上下文学习与高效微调，提升新闻摘要生成质量。 |
large language model |
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