cs.CL（2023-11-29）

📊 共 20 篇论文 | 🔗 4 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (18 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1)

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

#题目一句话要点标签🔗⭐
1 Elo Uncovered: Robustness and Best Practices in Language Model Evaluation 研究Elo评分系统在语言模型评估中的可靠性与最佳实践 large language model
2 Universal Self-Consistency for Large Language Model Generation 提出通用自一致性方法以解决自由形式答案聚合问题 large language model chain-of-thought
3 TurkishBERTweet: Fast and Reliable Large Language Model for Social Media Analysis 提出TurkishBERTweet以解决土耳其社交媒体分析问题 large language model ✅
4 Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention 提出动态注意力以增强Transformer模型对对抗攻击的鲁棒性 large language model
5 AviationGPT: A Large Language Model for the Aviation Domain 提出AviationGPT以解决航空领域文本处理问题 large language model
6 TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models 提出TimeBench以评估大型语言模型的时间推理能力 large language model ✅
7 CLOMO: Counterfactual Logical Modification with Large Language Models 提出CLOMO任务以提升大语言模型的反事实推理能力 large language model ✅
8 Zero-shot Conversational Summarization Evaluations with small Large Language Models 评估小型大语言模型在零样本对话摘要中的表现 large language model
9 Enhancing Answer Selection in Community Question Answering with Pre-trained and Large Language Models 提出QAN模型以提升社区问答中的答案选择效果 large language model
10 Are Large Language Models Good Fact Checkers: A Preliminary Study 评估大型语言模型在事实核查中的应用潜力 large language model
11 Biomedical knowledge graph-optimized prompt generation for large language models 提出KG-RAG框架以优化生物医学领域的LLM提示生成 large language model
12 I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text 提出一种基于采样的水印方法以识别机器生成文本 large language model
13 Taiwan LLM: Bridging the Linguistic Divide with a Culturally Aligned Language Model 提出台湾LLM以解决传统中文语言与文化的缺失问题 large language model
14 Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs 提出多代理辩论策略以提升大语言模型的准确性 large language model
15 ROBBIE: Robust Bias Evaluation of Large Generative Language Models 提出ROBBIE以评估大型生成语言模型的偏见与公平性 large language model
16 Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings 提出跨语言可解释性以提升多语言大模型的嵌入表示 large language model
17 How to Build an Adaptive AI Tutor for Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG) 提出KG-RAG以解决教育中AI辅导的准确性与连贯性问题 large language model
18 CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs 提出CESAR框架以自动生成复杂对话指令 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🔗⭐
19 Unveiling the Implicit Toxicity in Large Language Models 提出基于强化学习的方法以揭示大语言模型中的隐性毒性问题 reinforcement learning large language model ✅
20 Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning 提出基于深度强化学习的查询聚焦摘要生成方法 reinforcement learning deep reinforcement learning

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