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In-Context Learning

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TitleStatusHype
Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning—0
Distilling Text Style Transfer With Self-Explanation From LLMs—0
Distilling Named Entity Recognition Models for Endangered Species from Large Language Models—0
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process—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
Discourse-Aware In-Context Learning for Temporal Expression Normalization—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
Cognitive Planning for Object Goal Navigation using Generative AI Models—0
DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios—0
BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models—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
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning—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
Privacy-Preserving In-Context Learning for Large Language Models—0
Differential learning kinetics govern the transition from memorization to generalization during in-context learning—0
Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation—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
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding—0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning—0
Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning—0
Spin glass model of in-context learning—0
Detect, Investigate, Judge and Determine: A Novel LLM-based Framework for Few-shot Fake News Detection—0
Detecting Zero-Day Attacks in Digital Substations via In-Context Learning—0
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing—0
Density estimation with LLMs: a geometric investigation of in-context learning trajectories—0
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation—0
DemoShapley: Valuation of Demonstrations for In-Context Learning—0
Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence—0
ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models—0
Demonstration Selection for In-Context Learning via Reinforcement Learning—0
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs—0
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts—0
Can the Rookies Cut the Tough Cookie? Exploring the Use of LLMs for SQL Equivalence Checking—0
Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following—0
Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning—0
Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions—0
Exploring The Landscape of Distributional Robustness for Question Answering Models—0
Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models—0
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression—0
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