cs.CL（2023-10-22）

📊 共 16 篇论文 | 🔗 4 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (13 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1) 支柱六：视频提取与匹配 (Video Extraction) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (13 篇)

#题目一句话要点标签🔗⭐
1 CXR-LLAVA: a multimodal large language model for interpreting chest X-ray images 提出CXR-LLAVA以解决胸部X光图像解读问题 large language model multimodal ✅
2 Retrieval-Augmented Chain-of-Thought in Semi-structured Domains 提出基于检索增强的思维链以解决法律与金融领域QA问题 large language model chain-of-thought
3 Domain Terminology Integration into Machine Translation: Leveraging Large Language Models 利用大型语言模型提升机器翻译中的术语整合 large language model
4 Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models 提出CovidET-Appraisals数据集以解决情感认知评估问题 large language model ✅
5 From Static to Dynamic: A Continual Learning Framework for Large Language Models 提出DynaMind框架以解决大语言模型的持续学习问题 large language model ✅
6 Customising General Large Language Models for Specialised Emotion Recognition Tasks 定制通用大语言模型以解决情感识别任务 large language model
7 From Chaos to Clarity: Claim Normalization to Empower Fact-Checking 提出ClaimNorm以解决社交媒体信息噪声问题 large language model chain-of-thought
8 Chainpoll: A high efficacy method for LLM hallucination detection 提出ChainPoll以解决LLM幻觉检测问题 large language model
9 Orthogonal Subspace Learning for Language Model Continual Learning 提出O-LoRA以解决语言模型的灾难性遗忘问题 large language model
10 Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation 提出数据优先级方法以提高人类对大型语言模型的评估效率 large language model
11 A Survey on Semantic Processing Techniques 综述语义处理技术以推动计算语言学研究进展 large language model
12 NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval 提出NERetrieve数据集以推动下一代命名实体识别与检索研究 large language model
13 Towards Harmful Erotic Content Detection through Coreference-Driven Contextual Analysis 提出基于共指解析的有害色情内容检测方法 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗⭐
14 Large Language Models are biased to overestimate profoundness 评估大型语言模型对深度的过高估计偏差 reinforcement learning RLHF large language model
15 PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation 提出PromptMix以解决文本分类数据不足问题 distillation large language model ✅

🔬 支柱六：视频提取与匹配 (Video Extraction) (1 篇)

#题目一句话要点标签🔗⭐
16 Can Language Models Laugh at YouTube Short-form Videos? 提出ExFunTube数据集以提升短视频幽默理解能力 HuMoR large language model multimodal

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