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In-Context Learning

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Showing 1401–1450 of 2297 papers

TitleStatusHype
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models—0
Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games—0
A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration—0
A Theoretical Understanding of Self-Correction through In-context Alignment—0
A Theory of Emergent In-Context Learning as Implicit Structure Induction—0
A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs—0
AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models—0
Augmenting In-Context-Learning in LLMs via Automatic Data Labeling and Refinement—0
Augmenting Language Models with Long-Term Memory—0
Augmenting Large Language Model Translators via Translation Memories—0
AuPair: Golden Example Pairs for Code Repair—0
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents—0
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation—0
Automated Clinical Data Extraction with Knowledge Conditioned LLMs—0
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study—0
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature—0
Automated Measurement of Eczema Severity with Self-Supervised Learning—0
Automated Meta Prompt Engineering for Alignment with the Theory of Mind—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
Automated radiotherapy treatment planning guided by GPT-4Vision—0
Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4—0
AutoMathKG: The automated mathematical knowledge graph based on LLM and vector database—0
Automatic Combination of Sample Selection Strategies for Few-Shot Learning—0
Automatic Demonstration Selection for LLM-based Tabular Data Classification—0
Automatic Domain Adaptation by Transformers in In-Context Learning—0
Automatic text-based speech overlap classification: A novel approach using Large Language Models—0
AutoTrial: Prompting Language Models for Clinical Trial Design—0
AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning—0
BAGEL: Bootstrapping Agents by Guiding Exploration with Language—0
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models—0
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering—0
Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities—0
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming—0
Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest—0
Benchmarking General-Purpose In-Context Learning—0
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation—0
Benchmarks Underestimate the Readiness of Multi-lingual Dialogue Agents—0
Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data—0
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs—0
Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence—0
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation—0
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing—0
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair—0
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning—0
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning—0
BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation—0
BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models—0
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking—0
Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance—0
Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning—0
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