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In-Context Learning

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Showing 701–750 of 2297 papers

TitleStatusHype
Bridging Information Gaps in Dialogues With Grounded Exchanges Using Knowledge GraphsCode0
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective TasksCode0
Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context LearningCode0
Leveraging Large Language Models for enzymatic reaction prediction and characterizationCode0
Exploring Demonstration Ensembling for In-context LearningCode0
Large Language Models Are Partially Primed in Pronoun InterpretationCode0
Large Language Models are Biased Reinforcement LearnersCode0
Language Models Can See Better: Visual Contrastive Decoding For LLM Multimodal ReasoningCode0
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic InferencesCode0
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language ModelsCode0
Automated Distractor and Feedback Generation for Math Multiple-choice Questions via In-context LearningCode0
Asymptotic theory of in-context learning by linear attentionCode0
Explore Spurious Correlations at the Concept Level in Language Models for Text ClassificationCode0
Language Models are Better Bug Detector Through Code-Pair ClassificationCode0
EXPLORA: Efficient Exemplar Subset Selection for Complex ReasoningCode0
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context LearningCode0
LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components IdentificationCode0
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel TasksCode0
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context LearningCode0
Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable StudyCode0
Exploring the Role of Diversity in Example Selection for In-Context LearningCode0
Leveraging Large Language Models for Scalable Vector Graphics-Driven Image UnderstandingCode0
Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQLCode0
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error CorrectionCode0
Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD PromptsCode0
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist ExaminationCode0
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue CorpusCode0
Chain-of-Dictionary Prompting Elicits Translation in Large Language ModelsCode0
Cell-Free Multi-User MIMO Equalization via In-Context LearningCode0
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMsCode0
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual AlignmentCode0
A Study on the Calibration of In-context LearningCode0
Is In-Context Learning in Large Language Models Bayesian? A Martingale PerspectiveCode0
Iterative Forward Tuning Boosts In-Context Learning in Language ModelsCode0
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining TasksCode0
IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm DetectionCode0
Evaluating and Safeguarding the Adversarial Robustness of Retrieval-Based In-Context LearningCode0
Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful MemesCode0
Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised LearningCode0
Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and RetrievalCode0
Associative memory inspires improvements for in-context learning using a novel attention residual stream architectureCode0
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task LearningCode0
Evaluating In-Context Learning of Libraries for Code GenerationCode0
Investigating the Zone of Proximal Development of Language Models for In-Context LearningCode0
Evaluating Cell Type Inference in Vision Language Models Under Varying Visual ContextCode0
Instruction Tuned Models are Quick LearnersCode0
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization ProblemsCode0
Instructed Language Models with Retrievers Are Powerful Entity LinkersCode0
Estimating Large Language Model Capabilities without Labeled Test DataCode0
Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational ReasoningCode0
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