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In-Context Learning

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Showing 2001–2050 of 2297 papers

TitleStatusHype
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context LearningCode0
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical PerspectiveCode0
CIE: Controlling Language Model Text Generations Using Continuous SignalsCode0
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic RefinementCode0
In-context learning and Occam's razorCode0
Enhanced Transformer architecture for in-context learning of dynamical systemsCode0
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk ClassificationCode0
In-context Learning and Gradient Descent RevisitedCode0
MMICT: Boosting Multi-Modal Fine-Tuning with In-Context ExamplesCode0
Token-based Decision Criteria Are Suboptimal in In-context LearningCode0
Engineering Serendipity through Recommendations of Items with Atypical AspectsCode0
In-Context Learning and Fine-Tuning GPT for Argument MiningCode0
Benchmarking Machine Translation with Cultural AwarenessCode0
Modularized Networks for Few-shot Hateful Meme DetectionCode0
In-context Examples Selection for Machine TranslationCode0
A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound SegmentationCode0
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine TranslationCode0
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2TextCode0
Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable StudyCode0
Chain-of-Dictionary Prompting Elicits Translation in Large Language ModelsCode0
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State TrackingCode0
A Simple Baseline for Knowledge-Based Visual Question AnsweringCode0
In-context Continual Learning Assisted by an External Continual LearnerCode0
Multi-Dimensional Evaluation of Text Summarization with In-Context LearningCode0
In-Context Analogical Reasoning with Pre-Trained Language ModelsCode0
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language ModelsCode0
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling TasksCode0
Cell-Free Multi-User MIMO Equalization via In-Context LearningCode0
Multilingual LLMs are Better Cross-lingual In-context Learners with AlignmentCode0
Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource LanguagesCode0
Bridging Information Gaps in Dialogues With Grounded Exchanges Using Knowledge GraphsCode0
Multi-modal Generation via Cross-Modal In-Context LearningCode0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Improving In-Context Learning with Small Language Model EnsemblesCode0
Improving In-Context Learning with Reasoning DistillationCode0
Benchmarking Large Language Models for Math Reasoning TasksCode0
Improving In-Context Learning with Prediction Feedback for Sentiment AnalysisCode0
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language ModelsCode0
Universal In-Context Approximation By Prompting Fully Recurrent ModelsCode0
Short-length Adversarial Training Helps LLMs Defend Long-length Jailbreak Attacks: Theoretical and Empirical EvidenceCode0
Naive Bayes-based Context Extension for Large Language ModelsCode0
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language ModelCode0
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for DialogueCode0
Improving Diversity of Commonsense Generation by Large Language Models via In-Context LearningCode0
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQLCode0
Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference HeadsCode0
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination DetectionCode0
Emergent Abilities in Reduced-Scale Generative Language ModelsCode0
IM-Context: In-Context Learning for Imbalanced Regression TasksCode0
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label ClassificationCode0
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