| 1 |
Imagine while Reasoning in Space: Multimodal Visualization-of-Thought |
提出多模态思维可视化(MVoT),增强MLLM在空间推理任务中的表现 |
large language model multimodal chain-of-thought |
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| 2 |
Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model |
探索大型音频语言模型中的思维链推理,提升跨模态音频理解能力 |
instruction following chain-of-thought |
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| 3 |
A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks |
提出HMG-Emo框架,利用异构多模态图学习进行社交网络用户情绪识别。 |
multimodal |
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| 4 |
Emergent effects of scaling on the functional hierarchies within large language models |
通过分析LLM内部激活,揭示模型规模对功能层级结构涌现的影响 |
large language model |
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| 5 |
Investigating Large Language Models in Inferring Personality Traits from User Conversations |
利用大语言模型从用户对话中推断人格特质,中间步骤提升准确性 |
large language model |
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| 6 |
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models |
提出PMT2I,利用多语言提示增强大型多模态模型中的文本到图像生成能力 |
multimodal |
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| 7 |
LLMic: Romanian Foundation Language Model |
LLMic:面向罗马尼亚语的开源基础语言模型,性能媲美大型模型 |
large language model foundation model |
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| 8 |
GPT as a Monte Carlo Language Tree: A Probabilistic Perspective |
提出基于蒙特卡洛语言树的GPT概率视角分析框架,揭示LLM的模式匹配本质 |
large language model chain-of-thought |
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| 9 |
The Lessons of Developing Process Reward Models in Mathematical Reasoning |
针对数学推理中过程奖励模型,提出共识过滤机制并改进评估框架,提升模型性能和数据效率。 |
large language model |
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| 10 |
TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Time |
TiEBe:通过时间追踪语言模型对全球重大事件的记忆能力 |
large language model |
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| 11 |
Advancing Student Writing Through Automated Syntax Feedback |
提出Essay-Syntax-Instruct数据集,微调LLM以提升学生写作语法能力 |
large language model |
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| 12 |
Enhancing Talent Employment Insights Through Feature Extraction with LLM Finetuning |
利用LLM微调提取职位信息特征,提升人才就业洞察 |
large language model |
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| 13 |
FinerWeb-10BT: Refining Web Data with LLM-Based Line-Level Filtering |
提出基于LLM的行级过滤方法FinerWeb-10BT,提升LLM训练数据质量和效率 |
large language model |
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