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In-Context Learning

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TitleStatusHype
Frog Soup: Zero-Shot, In-Context, and Sample-Efficient Frogger AgentsCode0
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation—0
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions—0
Bye-bye, Bluebook? Automating Legal Procedure with Large Language Models—0
What do Language Model Probabilities Represent? From Distribution Estimation to Response Prediction—0
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context LearningCode0
Retrieval-augmented in-context learning for multimodal large language models in disease classification—0
BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models—0
Vision and Intention Boost Large Language Model in Long-Term Action Anticipation—0
Exploring the Role of Diversity in Example Selection for In-Context LearningCode0
New News: System-2 Fine-tuning for Robust Integration of New Knowledge—0
TutorGym: A Testbed for Evaluating AI Agents as Tutors and StudentsCode0
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context LearningCode0
On the generalization of language models from in-context learning and finetuning: a controlled study—0
AdaptMI: Adaptive Skill-based In-context Math Instruction for Small Language Models—0
COSMOS: Predictable and Cost-Effective Adaptation of LLMs—0
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification—0
On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks—0
AlignDiT: Multimodal Aligned Diffusion Transformer for Synchronized Speech Generation—0
Efficient Domain-adaptive Continual Pretraining for the Process Industry in the German Language—0
Test It Before You Trust It: Applying Software Testing for Trustworthy In-context LearningCode0
Does Knowledge Distillation Matter for Large Language Model based Bundle Generation?—0
In-Context Learning can distort the relationship between sequence likelihoods and biological fitness—0
Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases—0
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning—0
How Private is Your Attention? Bridging Privacy with In-Context Learning—0
Automated Measurement of Eczema Severity with Self-Supervised Learning—0
LLMs as Data Annotators: How Close Are We to Human Performance—0
LLM-Enabled In-Context Learning for Data Collection Scheduling in UAV-assisted Sensor Networks—0
Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models—0
Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization—0
Scaling sparse feature circuit finding for in-context learning—0
Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models—0
Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable StudyCode0
Exact Learning Dynamics of In-Context Learning in Linear Transformers and Its Application to Non-Linear Transformers—0
Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation—0
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation—0
Selective Demonstration Retrieval for Improved Implicit Hate Speech Detection—0
On Linear Representations and Pretraining Data Frequency in Language Models—0
LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation—0
Tabular foundation model to detect empathy from visual cues—0
Improving Instruct Models for Free: A Study on Partial Adaptation—0
Assessing Judging Bias in Large Reasoning Models: An Empirical Study—0
Can LLMs handle WebShell detection? Overcoming Detection Challenges with Behavioral Function-Aware Framework—0
Improving In-Context Learning with Reasoning DistillationCode0
Mitigating Many-Shot Jailbreaking—0
Integrating Large Language Models for Automated Structural Analysis—0
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning—0
Investigating Vision-Language Model for Point Cloud-based Vehicle Classification—0
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