cs.CL（2024-12-25）

📊 共 10 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

#	题目	一句话要点	标签	🔗
1	RapGuard: Safeguarding Multimodal Large Language Models via Rationale-aware Defensive Prompting	提出RapGuard，通过情境感知防御提示保障多模态大语言模型安全	large language model multimodal chain-of-thought
2	Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks	提出改进LoRA微调算法，优化大语言模型在NLP任务中的效率和鲁棒性	large language model
3	Towards Expressive Video Dubbing with Multiscale Multimodal Context Interaction	提出M2CI-Dubber，通过多尺度多模态上下文交互增强视频配音表现力	multimodal	✅
4	Using Large Language Models for Automated Grading of Student Writing about Science	利用大型语言模型自动评估学生科学写作，可靠性媲美教师评分。	large language model
5	Whose Morality Do They Speak? Unraveling Cultural Bias in Multilingual Language Models	揭示多语言模型中的文化偏见：道德价值观的跨文化一致性研究	large language model
6	Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference	提出Dovetail以解决LLM推理中的资源利用不足问题	large language model
7	DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search	提出DCIS算法，通过分治策略搜索RoPE缩放因子，高效扩展LLM上下文长度。	large language model

#	题目	一句话要点	标签	🔗
8	MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models	MedHallBench：用于评估医学大语言模型幻觉的新基准	reinforcement learning RLHF large language model
9	Speech Recognition With LLMs Adapted to Disordered Speech Using Reinforcement Learning	提出基于强化学习微调的LLM语音识别方法，提升对病理语音的识别能力	reinforcement learning RLHF large language model
10	Intra- and Inter-modal Context Interaction Modeling for Conversational Speech Synthesis	提出III-CSS模型，显式建模对话语音合成中的模内与模间上下文交互	contrastive learning multimodal	✅