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In-Context Learning

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Showing 851–900 of 2297 papers

TitleStatusHype
Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMsCode0
ScatterShot: Interactive In-context Example Curation for Text TransformationCode0
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic RefinementCode0
A GPT-4 Reticular Chemist for Guiding MOF DiscoveryCode0
Enhanced Transformer architecture for in-context learning of dynamical systemsCode0
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language ModelsCode0
Engineering Serendipity through Recommendations of Items with Atypical AspectsCode0
"A good pun is its own reword": Can Large Language Models Understand Puns?Code0
Benchmarking Machine Translation with Cultural AwarenessCode0
Selective Demonstrations for Cross-domain Text-to-SQLCode0
Grammar-based Game Description Generation using Large Language ModelsCode0
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language ModelsCode0
A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound SegmentationCode0
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama modelsCode0
Is In-Context Learning in Large Language Models Bayesian? A Martingale PerspectiveCode0
Investigating the Zone of Proximal Development of Language Models for In-Context LearningCode0
A Simple Baseline for Knowledge-Based Visual Question AnsweringCode0
IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm DetectionCode0
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' PosteriorsCode0
Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised LearningCode0
Emergent Abilities in Reduced-Scale Generative Language ModelsCode0
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task LearningCode0
Instruction Tuned Models are Quick LearnersCode0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
Instructed Language Models with Retrievers Are Powerful Entity LinkersCode0
Inference and Verbalization Functions During In-Context LearningCode0
Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational ReasoningCode0
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for DialogueCode0
Iterative Forward Tuning Boosts In-Context Learning in Language ModelsCode0
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal ReasoningCode0
In-Context Principle Learning from MistakesCode0
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax AttentionCode0
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar TasksCode0
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring SolutionsCode0
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual GeneralizationCode0
In-Context Learning with Hypothesis-Class GuidanceCode0
Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning TasksCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
In-context Learning in Presence of Spurious CorrelationsCode0
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype DetectionCode0
In-Context Learning through the Bayesian PrismCode0
In-context Learning Generalizes, But Not Always Robustly: The Case of SyntaxCode0
Can a Large Language Model Learn Matrix Functions In Context?Code0
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge GraphsCode0
In-Context Learning Improves Compositional Understanding of Vision-Language ModelsCode0
Are LLMs Reliable Translators of Logical Reasoning Across Lexically Diversified Contexts?Code0
In-Context Learning Functions with Varying Number of MinimaCode0
In-Context Learning Learns Label Relationships but Is Not Conventional LearningCode0
Bayes' Power for Explaining In-Context Learning GeneralizationsCode0
Inductive-bias Learning: Generating Code Models with Large Language ModelCode0
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