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In-Context Learning

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Showing 551–600 of 2297 papers

TitleStatusHype
AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive ModellingCode0
"Stupid robot, I want to speak to a human!" User Frustration Detection in Task-Oriented Dialog Systems—0
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing—0
VICON: Vision In-Context Operator Networks for Multi-Physics Fluid Dynamics PredictionCode1
Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training—0
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical DomainCode0
Can a Large Language Model Learn Matrix Functions In Context?Code0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
Multi-label Sequential Sentence Classification via Large Language ModelCode1
From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set—0
There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding TasksCode1
Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models—0
Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQLCode0
Instant Policy: In-Context Imitation Learning via Graph Diffusion—0
LaVin-DiT: Large Vision Diffusion Transformer—0
ZeFaV: Boosting Large Language Models for Zero-shot Fact VerificationCode0
Re-examining learning linear functions in context—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference OptimizationCode1
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with TransformersCode2
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question AnsweringCode0
IntentGPT: Few-shot Intent Discovery with Large Language Models—0
SPICA: Retrieving Scenarios for Pluralistic In-Context AlignmentCode0
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context—0
On the Privacy Risk of In-context Learning—0
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data—0
Does Prompt Formatting Have Any Impact on LLM Performance?—0
Zero-shot Voice Conversion with Diffusion TransformersCode7
Real-time Adapting Routing (RAR): Improving Efficiency Through Continuous Learning in Software Powered by Layered Foundation Models—0
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams—0
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data—0
A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQLCode4
Decision Feedback In-Context Symbol Detection over Block-Fading Channels—0
The Surprising Effectiveness of Test-Time Training for Few-Shot LearningCode3
Retrieval or Global Context Understanding? On Many-Shot In-Context Learning for Long-Context EvaluationCode0
Comparing Bottom-Up and Top-Down Steering Approaches on In-Context Learning Tasks—0
Universal Response and Emergence of Induction in LLMs—0
One controller to rule them all—0
In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal MessagesCode0
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization—0
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass—0
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning—0
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query BenchmarkCode1
Adversarial Robustness of In-Context Learning in Transformers for Linear Regression—0
Vision Language Models are In-Context Value Learners—0
Enhancing Security Control Production With Generative AI—0
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequencesCode1
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond—0
EXPLORA: Efficient Exemplar Subset Selection for Complex ReasoningCode0
Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning TasksCode0
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