cs.CL（2024-01-25）

📊 共 22 篇论文 | 🔗 4 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (18 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (3 🔗1) 支柱三：空间感知与语义 (Perception & Semantics) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (18 篇)

#题目一句话要点标签🔗⭐
1 Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation 揭示并量化大型语言模型在医疗报告生成中的种族偏见 large language model
2 WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models 提出WebVoyager以解决单模态网页代理的局限性 large language model multimodal
3 Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models 提出基于生成AI的合成数据生成方法以解决自杀意念检测数据稀缺问题 large language model
4 DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence 提出DeepSeek-Coder以推动开源代码智能的发展 large language model
5 Routoo: Learning to Route to Large Language Models Effectively 提出Routoo以有效选择大型语言模型应对高成本问题 large language model
6 MULTIVERSE: Exposing Large Language Model Alignment Problems in Diverse Worlds 提出多元宇宙方法以揭示大型语言模型的对齐问题 large language model
7 A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification 比较大型语言模型与监督学习在乳腺癌病理分类中的零-shot推理能力 large language model
8 RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization 提出RomanSetu以解决多语言大模型在非罗马文字语言中的应用问题 large language model ✅
9 Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey 提出目标导向的提示工程方法以提升大语言模型性能 large language model
10 ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases 提出ConstraintChecker以解决大型语言模型在常识知识库推理中的困难 large language model ✅
11 Improving Natural Language Capability of Code Large Language Model 提出新框架以提升代码大语言模型的自然语言能力 large language model
12 Demystifying Chains, Trees, and Graphs of Thoughts 提出结构增强的推理方案以提升大语言模型性能 large language model chain-of-thought
13 Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics 利用GPT-3.5进行欧洲宪法文本的主题摘要分析 large language model
14 Transformers and Cortical Waves: Encoders for Pulling In Context Across Time 提出神经活动波动的编码机制以增强时间上下文提取 large language model
15 Not My Voice! A Taxonomy of Ethical and Safety Harms of Speech Generators 提出语音生成模型的伦理与安全危害分类以应对社会风险 multimodal
16 CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning 提出CMMU基准以解决中文多模态问题理解与推理挑战 large language model ✅
17 Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling 提出层级去除因果掩码以提升解码器LLM的序列标注能力 large language model
18 Towards Uncertainty-Aware Language Agent 提出不确定性感知语言代理以解决交互中的不确定性问题 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🔗⭐
19 Relative Value Biases in Large Language Models 探讨大型语言模型中的相对价值偏见 reinforcement learning large language model
20 Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data 提出基于LLM的零-shot临床预测方法以应对EHR数据挑战 predictive model large language model ✅
21 CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks 提出CompactifAI以解决大语言模型压缩问题 distillation large language model

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#题目一句话要点标签🔗⭐
22 Adaptive Text Watermark for Large Language Models 提出自适应文本水印策略以解决大语言模型文本安全问题 semantic mapping semantic map large language model

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