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In-Context Learning

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TitleStatusHype
Distilling Text Style Transfer With Self-Explanation From LLMs—0
In-Context Exploiter for Extensive-Form Games—0
Distilling Named Entity Recognition Models for Endangered Species from Large Language Models—0
Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning—0
Dissecting In-Context Learning of Translations in GPTs—0
Disentangling Latent Shifts of In-Context Learning Through Self-Training—0
Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance—0
In-Context Example Ordering Guided by Label Distributions—0
Discourse-Aware In-Context Learning for Temporal Expression Normalization—0
In-context denoising with one-layer transformers: connections between attention and associative memory retrieval—0
Discl-VC: Disentangled Discrete Tokens and In-Context Learning for Controllable Zero-Shot Voice Conversion—0
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking—0
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization—0
In-Context Exemplars as Clues to Retrieving from Large Associative Memory—0
In-Context Defense in Computer Agents: An Empirical Study—0
In-context Exploration-Exploitation for Reinforcement Learning—0
In-Context Data Distillation with TabPFN—0
In-Context In-Context Learning with Transformer Neural Processes—0
In-Context Convergence of Transformers—0
DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios—0
In-context Language Learning for Endangered Languages in Speech Recognition—0
In-Context Learned Equalization in Cell-Free Massive MIMO via State-Space Models—0
BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models—0
In-Context Code-Text Learning for Bimodal Software Engineering—0
In-Context Brush: Zero-shot Customized Subject Insertion with Context-Aware Latent Space Manipulation—0
Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning—0
BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation—0
Incomplete In-context Learning—0
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification—0
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning—0
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks—0
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
Differentially Private In-context Learning via Sampling Few-shot Mixed with Zero-shot Outputs—0
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning—0
Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector—0
Adversarial Demonstration Attacks on Large Language Models—0
Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning—0
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning—0
Privacy-Preserving In-Context Learning for Large Language Models—0
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty—0
Differential learning kinetics govern the transition from memorization to generalization during in-context learning—0
Improving LLM Outputs Against Jailbreak Attacks with Expert Model Integration—0
Improving LLM Group Fairness on Tabular Data via In-Context Learning—0
Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation—0
Improving LLM Agent Planning with In-Context Learning via Atomic Fact Augmentation and Lookahead Search—0
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs—0
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair—0
AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement—0
Improving Instruct Models for Free: A Study on Partial Adaptation—0
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