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In-Context Learning

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Showing 2251–2297 of 2297 papers

TitleStatusHype
Teaching LLMs Music Theory with In-Context Learning and Chain-of-Thought Prompting: Pedagogical Strategies for MachinesCode0
Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-TuningCode0
Team UTSA-NLP at SemEval 2024 Task 5: Prompt Ensembling for Argument Reasoning in Civil Procedures with GPT4Code0
A text-to-tabular approach to generate synthetic patient data using LLMsCode0
FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation ModelCode0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
Reasoning Graph Enhanced Exemplars Retrieval for In-Context LearningCode0
Flexible visual prompts for in-context learning in computer visionCode0
Test It Before You Trust It: Applying Software Testing for Trustworthy In-context LearningCode0
RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language ModelsCode0
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic InferencesCode0
"A good pun is its own reword": Can Large Language Models Understand Puns?Code0
Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even PerformanceCode0
Rectifying Demonstration Shortcut in In-Context LearningCode0
TutorGym: A Testbed for Evaluating AI Agents as Tutors and StudentsCode0
Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art UnderstandingCode0
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language ModelsCode0
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field StudyCode0
Few-shot_LLM_Synthetic_Data_with_Distribution_MatchingCode0
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' PosteriorsCode0
Crafting In-context Examples according to LMs' Parametric KnowledgeCode0
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context ExpertsCode0
Few-Shot Adaptation for Parsing Contextual Utterances with LLMsCode0
CoT-TL: Low-Resource Temporal Knowledge Representation of Planning Instructions Using Chain-of-Thought ReasoningCode0
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection ModelCode0
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-trainingCode0
Resources and Few-shot Learners for In-context Learning in Slavic LanguagesCode0
Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance?Code0
Rethinking Invariance in In-context LearningCode0
Rethinking Skill Extraction in the Job Market Domain using Large Language ModelsCode0
Feature-Adaptive and Data-Scalable In-Context LearningCode0
Fair In-Context Learning via Latent Concept VariablesCode0
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment AnalysisCode0
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and MethodsCode0
Uncovering inequalities in new knowledge learning by large language models across different languagesCode0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
Zero-shot Generative Linguistic SteganographyCode0
Extracting and Understanding the Superficial Knowledge in AlignmentCode0
The Ann Arbor Architecture for Agent-Oriented ProgrammingCode0
Corrective In-Context Learning: Evaluating Self-Correction in Large Language ModelsCode0
The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal ModelsCode0
Exploring the Role of Diversity in Example Selection for In-Context LearningCode0
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction OptimizationCode0
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical StudyCode0
Retrieval or Global Context Understanding? On Many-Shot In-Context Learning for Long-Context EvaluationCode0
Exploring the Robustness of In-Context Learning with Noisy LabelsCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
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