cs.CL（2024-03-22）

📊 共 19 篇论文 | 🔗 5 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (16 🔗4) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1) 支柱一：机器人控制 (Robot Control) (1)

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

#题目一句话要点标签🔗⭐
1 MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thoughts 利用链式思维集成方法解决自然语言理解中的谜题 large language model chain-of-thought
2 Differentially Private Next-Token Prediction of Large Language Models 提出PMixED以解决大语言模型的隐私保护问题 large language model
3 Text Clustering with Large Language Model Embeddings 利用大型语言模型嵌入提升文本聚类效果 large language model
4 CoLLEGe: Concept Embedding Generation for Large Language Models 提出CoLLEGe以解决大语言模型快速学习新概念的问题 large language model
5 Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering 提出Awakening-Augmented-Generation以解决知识激活不足问题 large language model ✅
6 Not All Attention is Needed: Parameter and Computation Efficient Transfer Learning for Multi-modal Large Language Models 提出高效注意力跳过方法以提升多模态大语言模型的性能 large language model
7 Construction of a Japanese Financial Benchmark for Large Language Models 构建日本金融领域基准以评估大型语言模型性能 large language model
8 Risk and Response in Large Language Models: Evaluating Key Threat Categories 评估大型语言模型风险类别以提升安全性 large language model
9 Extending Token Computation for LLM Reasoning 提出扩展计算令牌以提升大语言模型推理能力 large language model chain-of-thought
10 KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation 提出KnowLA以提升参数高效微调的知识适应能力 large language model
11 LimGen: Probing the LLMs for Generating Suggestive Limitations of Research Papers 提出LimGen以生成研究论文的建议性局限性 large language model ✅
12 Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning 提出Stance Reasoner以解决社交媒体零样本立场检测问题 chain-of-thought
13 Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs 提出基于检索增强的LLMs的事件时间关系提取方法 large language model
14 InstaSynth: Opportunities and Challenges in Generating Synthetic Instagram Data with ChatGPT for Sponsored Content Detection 利用ChatGPT生成合成Instagram数据以解决赞助内容检测问题 large language model
15 CHisIEC: An Information Extraction Corpus for Ancient Chinese History 提出CHisIEC以解决古代中国历史信息提取问题 large language model ✅
16 LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement 提出LLM2LLM以解决低数据环境下的LLM微调问题 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🔗⭐
17 CTSM: Combining Trait and State Emotions for Empathetic Response Model 提出CTSM以解决对话系统情感感知不足问题 contrastive learning motion representation ✅
18 Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation 提出基于证据的检索增强响应生成以应对在线虚假信息问题 reinforcement learning RLHF large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
19 Argument-Aware Approach To Event Linking 提出基于论据的事件链接方法以解决事件知识库稀缺问题 manipulation

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