cs.CL（2024-05-14）

📊 共 15 篇论文 | 🔗 2 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (12 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (3)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (12 篇)

#题目一句话要点标签🔗⭐
1 SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models SpeechGuard：揭示多模态大语言模型在对抗攻击下的脆弱性并提出防御措施 large language model multimodal instruction following
2 A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine 综述医学领域大语言模型与多模态大语言模型的发展、应用与挑战 large language model multimodal
3 Assisted Debate Builder with Large Language Models ADBL2：基于大语言模型的辅助辩论构建工具，提升论证挖掘性能。 large language model
4 Impact of Stickers on Multimodal Sentiment and Intent in Social Media: A New Task, Dataset and Baseline 提出MSAIRS任务与数据集，研究表情包对社交媒体多模态情感与意图的影响 multimodal ✅
5 Enhancing Gender-Inclusive Machine Translation with Neomorphemes and Large Language Models 利用新语素和大型语言模型增强性别包容性机器翻译 large language model
6 Alignment Helps Make the Most of Multimodal Data 强调多模态数据对齐，提升政治科学研究分析效果 multimodal
7 Stylometric Watermarks for Large Language Models 提出基于文体学特征的水印方法，用于区分大型语言模型生成文本与人类创作文本 large language model
8 Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs 提出一种生成式评估方法，用于评估LLM对非字面意图的理解能力。 large language model chain-of-thought
9 Challenges and Opportunities in Text Generation Explainability 剖析文本生成可解释性挑战与机遇，为开发更可靠的xAI方法提供指导 large language model
10 Is Your LLM Outdated? A Deep Look at Temporal Generalization 提出FreshBench评估框架，揭示大语言模型在时序泛化能力上的偏差与退化 large language model ✅
11 ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation ALMol：通过离线偏好对比优化对齐语言-分子翻译的大语言模型 large language model
12 Archimedes-AUEB at SemEval-2024 Task 5: LLM explains Civil Procedure 利用LLM解释民事诉讼，提出基于人类分析的知识蒸馏与数据增强方法 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#题目一句话要点标签🔗⭐
13 QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models QCRD：基于质量引导的对比式推理蒸馏，提升小模型推理能力 distillation large language model
14 SpeechVerse: A Large-scale Generalizable Audio Language Model SpeechVerse：一种可泛化的大规模音频语言模型，提升语音处理任务的零样本性能。 curriculum learning large language model foundation model
15 Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language 提出基于大语言模型的粒子加速器自主调谐方法，简化专家依赖。 reinforcement learning large language model

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