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In-Context Learning

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Showing 2101–2150 of 2297 papers

TitleStatusHype
Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMsCode0
On the Noise Robustness of In-Context Learning for Text GenerationCode0
Can In-context Learners Learn a Reasoning Concept from Demonstrations?Code0
Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge ExtractionCode0
Unraveling the Capabilities of Language Models in News SummarizationCode0
An Empirical Study of In-context Learning in LLMs for Machine TranslationCode0
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language ModelsCode0
Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language ModelsCode0
On the Relation between Sensitivity and Accuracy in In-context LearningCode0
On the Robustness of Document-Level Relation Extraction Models to Entity Name VariationsCode0
StaICC: Standardized Evaluation for Classification Task in In-context LearningCode0
Do Large Language Models Have Compositional Ability? An Investigation into Limitations and ScalabilityCode0
Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit ReasoningCode0
Standardize: Aligning Language Models with Expert-Defined Standards for Content GenerationCode0
What learning algorithm is in-context learning? Investigations with linear modelsCode0
HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple DevicesCode0
Does learning the right latent variables necessarily improve in-context learning?Code0
Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency MapsCode0
Hijacking Large Language Models via Adversarial In-Context LearningCode0
HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language UnderstandingCode0
BADGE: BADminton report Generation and Evaluation with LLMCode0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
Statistical Depth for Ranking and Characterizing Transformer-Based Text EmbeddingsCode0
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype DetectionCode0
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context LearningCode0
Analogical Reasoning Inside Large Language Models: Concept Vectors and the Limits of AbstractionCode0
Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented GenerationCode0
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration ApproachCode0
Diverse Retrieval-Augmented In-Context Learning for Dialogue State TrackingCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Toward Unified Controllable Text Generation via Regular Expression InstructionCode0
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context LearningCode0
What Makes Multimodal In-Context Learning Work?Code0
Harnessing Large Language Models as Post-hoc CorrectorsCode0
Hallucination, Monofacts, and Miscalibration: An Empirical InvestigationCode0
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring SolutionsCode0
Out-of-distribution generalization via composition: a lens through induction heads in TransformersCode0
OverPrompt: Enhancing ChatGPT through Efficient In-Context LearningCode0
Hallucination Mitigation Prompts Long-term Video UnderstandingCode0
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User PerceptionCode0
PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary AlgorithmsCode0
Guiding In-Context Learning of LLMs through Quality Estimation for Machine TranslationCode0
PALLM: Evaluating and Enhancing PALLiative Care Conversations with Large Language ModelsCode0
Guiding ChatGPT to Generate Salient Domain SummariesCode0
Adaptive behavior with stable synapsesCode0
ParaICL: Towards Parallel In-Context LearningCode0
GraphText: Graph Reasoning in Text SpaceCode0
Parallel Structures in Pre-training Data Yield In-Context LearningCode0
Automatic Short Math Answer Grading via In-context Meta-learningCode0
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context LearningCode0
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