cs.CL（2024-03-11）

📊 共 21 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (17 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (4 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (17 篇)

#题目一句话要点标签🔗⭐
1 ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis 提出ERA-CoT以解决LLM在复杂场景中的推理问题 large language model chain-of-thought
2 Amharic LLaMA and LLaVA: Multimodal LLMs for Low Resource Languages 提出多模态LLaMA以解决低资源语言的处理问题 large language model multimodal
3 Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach 提出多模态多任务恢复模型以解决古代文字修复问题 multimodal
4 Exploring Large Language Models and Hierarchical Frameworks for Classification of Large Unstructured Legal Documents 提出MESc框架以解决长法律文档分类问题 large language model
5 Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds 提出In-Context Padding框架以提升LLMs的临床推理能力 large language model
6 Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models 提出MIND框架以实现实时无监督的幻觉检测 large language model
7 Narrating Causal Graphs with Large Language Models 利用大型语言模型生成因果图的文本描述 large language model
8 Materials science in the era of large language models: a perspective 探讨大语言模型在材料科学研究中的应用潜力 large language model
9 ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model 提出ConspEmoLLM以解决阴谋论检测中的情感信息缺失问题 large language model ✅
10 AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models 提出AC-EVAL以评估大型语言模型对古汉语的理解能力 large language model ✅
11 Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews 提出一种方法评估AI生成内容在学术评审中的影响 large language model
12 Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach 提出COLA以解决云系统中的警报聚合问题 large language model
13 RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback 提出RA-ISF框架以增强检索增强生成模型的推理能力 large language model
14 Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic Phenomena 提出一种新方法构建人类-LLM语料库以评估稀有语言现象 large language model
15 Naming, Describing, and Quantifying Visual Objects in Humans and LLMs 评估VLLMs在视觉对象命名与描述中的表现 large language model
16 Development of a Reliable and Accessible Caregiving Language Model (CaLM) 提出可靠且易于获取的护理语言模型以支持家庭护理者 large language model
17 Academically intelligent LLMs are not necessarily socially intelligent 提出社会智能评估测试以评估大型语言模型的社交能力 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#题目一句话要点标签🔗⭐
18 Evolving Knowledge Distillation with Large Language Models and Active Learning 提出EvoKD以解决大语言模型蒸馏效率低的问题 distillation large language model
19 MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning 提出MEND以解决大语言模型计算效率问题 distillation large language model
20 ALaRM: Align Language Models via Hierarchical Rewards Modeling 提出ALaRM框架以解决语言模型对人类偏好对齐问题 reinforcement learning RLHF large language model
21 Noise-powered Multi-modal Knowledge Graph Representation Framework 提出SNAG框架以解决多模态知识图谱表示学习问题 representation learning large language model ✅

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