| 1 |
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM |
Keqing:基于知识的问答作为LLM的自然CoT导师,提升复杂问题回答的可靠性。 |
large language model chain-of-thought |
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| 2 |
DocLLM: A layout-aware generative language model for multimodal document understanding |
提出DocLLM以解决多模态文档理解中的布局问题 |
large language model multimodal |
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| 3 |
HSC-GPT: A Large Language Model for Human Settlements Construction |
提出HSC-GPT,针对人居环境建设领域设计的大型语言模型框架。 |
large language model |
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| 4 |
GeoGalactica: A Scientific Large Language Model in Geoscience |
GeoGalactica:面向地球科学的300亿参数大型语言模型,通过预训练和指令微调实现。 |
large language model |
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| 5 |
Improving Text Embeddings with Large Language Models |
利用大型语言模型和合成数据,无需标注数据即可显著提升文本嵌入质量。 |
large language model |
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| 6 |
State of What Art? A Call for Multi-Prompt LLM Evaluation |
提出多提示LLM评估框架,解决单提示评估的脆弱性问题 |
large language model |
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| 7 |
BatchEval: Towards Human-like Text Evaluation |
提出BatchEval,通过批量评估范式提升大语言模型文本评估能力 |
large language model |
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| 8 |
SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-modal Intent Detection |
提出SDIF-DA框架,通过浅层到深层交互和数据增强解决多模态意图检测问题 |
large language model |
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| 9 |
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models |
RAGTruth:构建幻觉语料库,提升检索增强语言模型的可靠性 |
large language model |
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