cs.CL（2023-10-27）

📊 共 21 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (19 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (2)

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

#	题目	一句话要点	标签	🔗	⭐
1	ViCLEVR: A Visual Reasoning Dataset and Hybrid Multimodal Fusion Model for Visual Question Answering in Vietnamese	提出ViCLEVR数据集与PhoVIT模型以解决越南语视觉问答问题	multimodal	✅
2	T5 meets Tybalt: Author Attribution in Early Modern English Drama Using Large Language Models	利用大语言模型进行早期现代英语戏剧的作者归属识别	large language model
3	ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models	提出ArcheType框架以解决列类型注释问题	large language model	✅
4	Large language models for aspect-based sentiment analysis	利用大型语言模型提升基于方面的情感分析性能	large language model
5	MalFake: A Multimodal Fake News Identification for Malayalam using Recurrent Neural Networks and VGG-16	提出MalFake以解决马拉雅拉姆语假新闻识别问题	multimodal
6	TarGEN: Targeted Data Generation with Large Language Models	提出TarGEN以解决合成数据多样性不足问题	large language model
7	From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models	提出价值注入大语言模型以预测人类行为和观点	large language model
8	Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social Media	提出X-CLAIM数据集以解决多语言社交媒体中的声明识别问题	large language model zero-shot transfer
9	Personas as a Way to Model Truthfulness in Language Models	提出基于角色模型的方法以提升语言模型的真实信息生成能力	large language model
10	ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation	提出ASPIRO以解决数据到文本生成中的解析错误问题	large language model
11	DUMA: a Dual-Mind Conversational Agent with Fast and Slow Thinking	提出DUMA框架以提升对话代理的响应效率与准确性	large language model
12	Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method	提出自检测方法以识别LLMs的知识盲区	large language model
13	Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey	综述自然语言接口以提升表格数据查询与可视化能力	large language model
14	On the Automatic Generation and Simplification of Children's Stories	提出儿童故事自动生成与简化的新方法	large language model
15	MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension	提出多层次提示调优方法以提升机器阅读理解能力	large language model
16	DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial Issues	提出DELPHI数据集以评估LLMs处理争议问题的能力	large language model
17	On General Language Understanding	提出理解模型以解决语言理解评估不足问题	large language model
18	NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark	提出数据污染测量方法以解决NLP评估问题	large language model
19	InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews	提出InCharacter以解决角色扮演代理的人格忠实性评估问题	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	🔗	⭐
20	Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs	提出DGTL模型以增强大语言模型在文本属性图中的推理能力	representation learning large language model
21	Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation	提出统一的对话推荐系统以解决推荐与对话模块分离问题	distillation

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