cs.CL（2023-11-10）

📊 共 19 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) (16 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (3 🔗2)

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

#题目一句话要点标签🔗⭐
1 How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model 探讨多模态大语言模型以解决语义差距问题 large language model multimodal
2 Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction 提出CoT-ER以解决少样本关系抽取问题 large language model chain-of-thought
3 Distilling Large Language Models using Skill-Occupation Graph Context for HR-Related Tasks 提出RJDB基准以解决HR任务中的模型能力不足问题 large language model
4 Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models 提出数据污染测验以检测和评估大语言模型中的污染问题 large language model
5 Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration 提出自校准概率变异的成员推断攻击以解决大语言模型隐私问题 large language model ✅
6 Heaps' Law in GPT-Neo Large Language Model Emulated Corpora 探讨Heaps'法则在GPT-Neo生成文本中的应用 large language model
7 Word Definitions from Large Language Models 比较传统词典与ChatGPT生成定义的准确性与一致性 large language model
8 Multilingual and Multi-topical Benchmark of Fine-tuned Language models and Large Language Models for Check-Worthy Claim Detection 提出多语言多主题基准以提升可查证声明检测能力 large language model
9 Large Language Models are Zero Shot Hypothesis Proposers 提出大型语言模型作为零-shot假设生成者以促进科学发现 large language model
10 Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications 提出知识整合与大语言模型结合的方法以解决信息过时问题 large language model
11 CFBenchmark: Chinese Financial Assistant Benchmark for Large Language Model 提出CFBenchmark评估中文金融助手的LLM性能 large language model ✅
12 Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification 提出Follow-up Differential Descriptions以解决图像分类中的模糊性问题 large language model
13 Tamil-Llama: A New Tamil Language Model Based on Llama 2 提出Tamil-Llama以解决泰米尔语模型不足问题 large language model
14 Language Models can be Logical Solvers 提出LoGiPT以解决复杂逻辑推理问题 large language model
15 Summon a Demon and Bind it: A Grounded Theory of LLM Red Teaming 提出LLM红队活动的理论框架以应对模型攻击问题 large language model
16 Syntax-semantics interface: an algebraic model 提出代数模型以解决句法-语义接口问题 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🔗⭐
17 ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences 提出ChiMed-GPT以解决中文医疗领域NLP不足问题 RLHF large language model ✅
18 Fake Alignment: Are LLMs Really Aligned Well? 提出Fake Alignment框架以解决LLMs安全性评估问题 distillation large language model ✅
19 Let's Reinforce Step by Step 通过人类反馈强化学习优化语言模型推理能力 reinforcement learning RLHF

⬅️ 返回 cs.CL 首页 · 🏠 返回主页