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In-Context Learning

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Showing 1426–1450 of 2297 papers

TitleStatusHype
SeCoKD: Aligning Large Language Models for In-Context Learning with Fewer Shots—0
Data-Centric AI in the Age of Large Language Models—0
In-Context In-Context Learning with Transformer Neural Processes—0
Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations—0
When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full ModelsCode0
In-Context Learning on a Budget: A Case Study in Token Classification—0
Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning—0
ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models—0
Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis—0
Exploring and Benchmarking the Planning Capabilities of Large Language Models—0
Navigating the Labyrinth: Evaluating and Enhancing LLMs' Ability to Reason About Search Problems—0
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models—0
In-Context Learning of Energy Functions—0
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion—0
DocCGen: Document-based Controlled Code Generation—0
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study—0
Meta Reasoning for Large Language Models—0
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic InferencesCode0
Hallucination Mitigation Prompts Long-term Video UnderstandingCode0
Fine-grained Controllable Text Generation through In-context Learning with Feedback—0
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment—0
Multi-Layer Ranking with Large Language Models for News Source Recommendation—0
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation—0
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional InformationCode0
Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions—0
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