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In-Context Learning

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Showing 801–825 of 2297 papers

TitleStatusHype
Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical TasksCode0
Assertion Detection Large Language Model In-context Learning LoRA Fine-tuningCode0
Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational ReasoningCode0
Assay2Mol: large language model-based drug design using BioAssay contextCode0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User PerceptionCode0
Inference and Verbalization Functions During In-Context LearningCode0
Instructed Language Models with Retrievers Are Powerful Entity LinkersCode0
Is In-Context Learning in Large Language Models Bayesian? A Martingale PerspectiveCode0
In-Context Principle Learning from MistakesCode0
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax AttentionCode0
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical PerspectiveCode0
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar TasksCode0
Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMsCode0
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic RefinementCode0
In-Context Learning with Hypothesis-Class GuidanceCode0
Enhanced Transformer architecture for in-context learning of dynamical systemsCode0
P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language ModelsCode0
Engineering Serendipity through Recommendations of Items with Atypical AspectsCode0
Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled DataCode0
In-context Learning in Presence of Spurious CorrelationsCode0
In-Context Learning through the Bayesian PrismCode0
"A good pun is its own reword": Can Large Language Models Understand Puns?Code0
In-Context Learning Improves Compositional Understanding of Vision-Language ModelsCode0
Benchmarking Machine Translation with Cultural AwarenessCode0
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