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In-Context Learning

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Showing 651–700 of 2297 papers

TitleStatusHype
Likelihood-based Mitigation of Evaluation Bias in Large Language ModelsCode0
Leveraging Large Language Models for Scalable Vector Graphics-Driven Image UnderstandingCode0
Leveraging Large Language Models to Develop Heuristics for Emerging Optimization ProblemsCode0
Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test FormulationCode0
Leveraging Large Language Models for enzymatic reaction prediction and characterizationCode0
Auto-ICL: In-Context Learning without Human SupervisionCode0
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context LearningCode0
Complementary Explanations for Effective In-Context LearningCode0
Leveraging Code to Improve In-context Learning for Semantic ParsingCode0
Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQLCode0
PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization EvaluationCode0
Competition Dynamics Shape Algorithmic Phases of In-Context LearningCode0
AutoHint: Automatic Prompt Optimization with Hint GenerationCode0
Learning to Reason via Program Generation, Emulation, and SearchCode0
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context LearningCode0
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-TreesCode0
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text SummarizationCode0
Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context LearningCode0
Increasing Probability Mass on Answer Choices Does Not Always Improve AccuracyCode0
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context LearningCode0
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMsCode0
Large Language Models Are Partially Primed in Pronoun InterpretationCode0
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPTCode0
Language Models Can See Better: Visual Contrastive Decoding For LLM Multimodal ReasoningCode0
CIE: Controlling Language Model Text Generations Using Continuous SignalsCode0
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk ClassificationCode0
Large Language Models are Biased Reinforcement LearnersCode0
A text-to-tabular approach to generate synthetic patient data using LLMsCode0
Language Models are Better Bug Detector Through Code-Pair ClassificationCode0
Bridging Information Gaps in Dialogues With Grounded Exchanges Using Knowledge GraphsCode0
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel TasksCode0
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective TasksCode0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue CorpusCode0
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic InferencesCode0
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
EXPLORA: Efficient Exemplar Subset Selection for Complex ReasoningCode0
Iterative Forward Tuning Boosts In-Context Learning in Language ModelsCode0
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context LearningCode0
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama modelsCode0
Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable StudyCode0
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language ModelsCode0
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
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
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task LearningCode0
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