cs.CL（2023-11-01）

📊 共 20 篇论文 | 🔗 3 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (16 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (3) 支柱三：空间感知与语义 (Perception & Semantics) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (16 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Can Large Language Models Design Accurate Label Functions?	提出DataSculpt框架以自动生成准确的标签函数	large language model
2	Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models	提出ClinGen以解决临床文本生成中的知识不足问题	large language model	✅
3	JADE: A Linguistics-based Safety Evaluation Platform for Large Language Models	提出JADE平台以评估大型语言模型的安全性	large language model	✅
4	Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis	提出噪声示例以增强大语言模型的鲁棒性	large language model
5	An Improved Transformer-based Model for Detecting Phishing, Spam, and Ham: A Large Language Model Approach	提出IPSMD模型以解决网络钓鱼和垃圾邮件检测问题	large language model
6	From Text to Structure: Using Large Language Models to Support the Development of Legal Expert Systems	利用大型语言模型支持法律专家系统的开发	large language model
7	Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs	提出基于LLM的事实一致性评估方法以解决文本生成模型的评估问题	large language model
8	Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions	提出Instructive Decoding以提升指令调优模型的响应准确性	large language model
9	Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task	提出小型LLM作为摘要评估指标以提升质量估计	large language model chain-of-thought
10	Emotion Detection for Misinformation: A Review	综述情感检测方法以应对虚假信息问题	large language model multimodal
11	SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations	提出SoulChat以提升大语言模型的同理心与倾听能力	large language model chain-of-thought
12	Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks	提出主动指令调优以解决跨任务泛化问题	large language model
13	Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing	提出CASENT模型以解决超细粒度实体类型识别问题	large language model	✅
14	Crosslingual Retrieval Augmented In-context Learning for Bangla	提出跨语言检索增强的上下文学习以提升孟加拉语任务表现	large language model
15	Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation	提出无预定义性别短语的条件文本生成机制以探测性别偏见	large language model
16	The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis	全面调查上下文学习的解释与分析以应对潜在风险	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	🔗	⭐
17	Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents	提出可插拔对话策略规划器以解决主动对话问题	reinforcement learning large language model
18	Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling	提出Distil-Whisper以解决大规模语音识别模型的资源限制问题	distillation zero-shot transfer
19	Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network	提出基于自适应特征与图神经网络的科学文献语义表示学习方法	representation learning

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

#	题目	一句话要点	标签	🔗	⭐
20	Text Rendering Strategies for Pixel Language Models	提出字符双字母渲染策略以优化像素语言模型	open-vocabulary open vocabulary

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