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In-Context Learning

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Showing 1301–1350 of 2297 papers

TitleStatusHype
SceneGPT: A Language Model for 3D Scene Understanding—0
Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models—0
Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs—0
LLM-Based Robust Product Classification in Commerce and Compliance—0
In-Context Exploiter for Extensive-Form Games—0
LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components IdentificationCode0
Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction—0
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine TranslationCode0
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression—0
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning—0
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations—0
Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts—0
Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion—0
Can LLMs Serve As Time Series Anomaly Detectors?—0
Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-context Learning—0
Spin glass model of in-context learning—0
OneLove beyond the field -- A few-shot pipeline for topic and sentiment analysis during the FIFA World Cup in Qatar—0
Fine-tuning multilingual language models in Twitter/X sentiment analysis: a study on Eastern-European V4 languages—0
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process—0
NOLO: Navigate Only Look Once—0
Bridging Information Gaps in Dialogues With Grounded Exchanges Using Knowledge GraphsCode0
In-Context Example Selection via Similarity Search Improves Low-Resource Machine TranslationCode0
Intermittent Semi-working Mask: A New Masking Paradigm for LLMs—0
Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control—0
Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM—0
Distributed In-Context Learning under Non-IID Among Clients—0
Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective—0
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge—0
SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition—0
SceneTeller: Language-to-3D Scene Generation—0
AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs—0
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications—0
Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and AlignmentCode0
LawLLM: Law Large Language Model for the US Legal System—0
Many-Shot In-Context Learning for Molecular Inverse Design—0
Grammar-based Game Description Generation using Large Language ModelsCode0
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context LearningCode0
PrimeGuard: Safe and Helpful LLMs through Tuning-Free RoutingCode0
Can Large Language Models Automatically Jailbreak GPT-4V?—0
Stress-Testing Long-Context Language Models with Lifelong ICL and Task HaystackCode0
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data—0
In-Context Learning Improves Compositional Understanding of Vision-Language ModelsCode0
Multilingual Fine-Grained News Headline Hallucination Detection—0
ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning—0
Do Large Language Models Have Compositional Ability? An Investigation into Limitations and ScalabilityCode0
Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned—0
MIBench: Evaluating Multimodal Large Language Models over Multiple Images—0
Prompted Aspect Key Point Analysis for Quantitative Review SummarizationCode0
Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical TasksCode0
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