cs.CL（2023-12-13）

📊 共 10 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (9) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (9 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models	提出BD-LLM，通过自举与蒸馏大型语言模型高效检测有害内容。	large language model
2	High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models	提出一种基于大语言模型的高通量生物医学关系抽取系统，适用于半结构化网页文章。	large language model
3	Assessing GPT4-V on Structured Reasoning Tasks	评估GPT-4V在结构化推理任务上的性能，并提出视觉链式思考方法。	large language model multimodal chain-of-thought
4	A Survey of Text Watermarking in the Era of Large Language Models	综述LLM时代文本水印技术，应对版权保护与滥用问题	large language model
5	Large Language Models are Complex Table Parsers	利用GPT-3.5解析复杂表格，提升复杂表格问答任务性能	large language model
6	Native Language Identification with Large Language Models	利用大型语言模型进行母语识别，GPT-4在零样本学习中创下新纪录。	large language model
7	Conceptualizing Suicidal Behavior: Utilizing Explanations of Predicted Outcomes to Analyze Longitudinal Social Media Data	利用预测结果解释分析纵向社交媒体数据，概念化自杀行为	large language model
8	ToViLaG: Your Visual-Language Generative Model is Also An Evildoer	揭示视觉-语言生成模型(VLGMs)的潜在毒性，并提出一种瓶颈式解毒方法。	multimodal
9	Finetuning an LLM on Contextual Knowledge of Classics for Q&A	通过微调LLM在经典著作的语境知识上进行问答	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	🔗	⭐
10	CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs	CoRTEx利用对比学习和LLM解释增强生物医学术语表示，显著提升知识图谱构建中的术语聚类效果。	contrastive learning large language model

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