cs.CL（2024-01-16）

📊 共 21 篇论文 | 🔗 4 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (19 🔗4) 支柱二：RL算法与架构 (RL & Architecture) (1) 支柱四：生成式动作 (Generative Motion) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (19 篇)

#题目一句话要点标签🔗⭐
1 Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions 提出基于提示工程的多语言翻译方法以提升翻译质量 large language model PaLM-E
2 Large Language Models are Null-Shot Learners 提出无示例提示以提升大语言模型的任务表现 large language model chain-of-thought
3 EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis 提出EmoLLMs以解决情感分析任务的多样性问题 large language model instruction following
4 A Study on Training and Developing Large Language Models for Behavior Tree Generation 提出基于大语言模型的行为树生成方法以解决自动化挑战 large language model
5 Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models 提出对比困惑度框架以控制大语言模型生成的有害内容 large language model
6 RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning 提出RoTBench以评估大型语言模型在工具学习中的鲁棒性 large language model ✅
7 Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans 探讨大型语言模型对社会弱势群体的偏见表现 large language model
8 Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models 重新审视机器翻译中的挑战，以应对大语言模型时代的需求 large language model ✅
9 SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models 提出共享注意力框架SAPT以解决持续学习中的遗忘与知识转移问题 large language model
10 Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models 提出Inferflow以高效配置大语言模型推理引擎 large language model
11 Generative Multi-Modal Knowledge Retrieval with Large Language Models 提出生成式多模态知识检索框架以提升检索效率 large language model
12 Enhancing Document-level Translation of Large Language Model via Translation Mixed-instructions 提出翻译混合指令以提升大语言模型的文档翻译能力 large language model
13 Anchor function: a type of benchmark functions for studying language models 提出锚函数以解决语言模型研究中的基准问题 large language model
14 Hallucination Detection and Hallucination Mitigation: An Investigation 提出全面的幻觉检测与缓解方法以解决LLM的幻觉问题 large language model
15 Enhancing Robustness of LLM-Synthetic Text Detectors for Academic Writing: A Comprehensive Analysis 提出Synthetic-Siamese以解决LLM文本检测鲁棒性不足问题 large language model
16 HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance 提出HuixiangDou以解决群聊场景中的技术支持问题 large language model ✅
17 Ask the experts: sourcing high-quality datasets for nutritional counselling through Human-AI collaboration 通过人机协作提出高质量营养咨询数据集的构建方法 large language model
18 Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening 提出基于大语言模型的代理框架以提升简历筛选效率 large language model
19 MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline 提出MARIO以解决大语言模型数学推理能力不足问题 large language model ✅

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#题目一句话要点标签🔗⭐
20 TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation 提出TelME以解决对话中的情感识别问题 distillation multimodal

🔬 支柱四：生成式动作 (Generative Motion) (1 篇)

#题目一句话要点标签🔗⭐
21 RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture 提出RAG与微调结合的方法以提升农业领域的LLM应用效果 penetration large language model

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