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In-Context Learning

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Showing 1251–1300 of 2297 papers

TitleStatusHype
FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction—0
ProteinEngine: Empower LLM with Domain Knowledge for Protein Engineering—0
"A good pun is its own reword": Can Large Language Models Understand Puns?Code0
Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following—0
AnyPattern: Towards In-context Image Copy DetectionCode1
Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge ExtractionCode0
Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMsCode5
Stronger Random Baselines for In-Context LearningCode0
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?Code1
Exploring the landscape of large language models: Foundations, techniques, and challenges—0
Point-In-Context: Understanding Point Cloud via In-Context LearningCode2
Many-Shot In-Context Learning—0
Position Engineering: Boosting Large Language Models through Positional Information Manipulation—0
In-Context Learning State Vector with Inner and Momentum OptimizationCode1
Grounded Language Agent for Product Search via Intelligent Web InteractionsCode0
Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning—0
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
Memory Sharing for Large Language Model based AgentsCode1
Evolving Interpretable Visual Classifiers with Large Language Models—0
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular LearningCode1
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation—0
GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning—0
Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches—0
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model—0
Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context LearningCode0
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models—0
LLoCO: Learning Long Contexts OfflineCode2
Discourse-Aware In-Context Learning for Temporal Expression Normalization—0
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formationCode1
What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview DialogsCode0
Adaptive behavior with stable synapsesCode0
Privacy Preserving Prompt Engineering: A Survey—0
Neuromorphic In-Context Learning for Energy-Efficient MIMO Symbol Detection—0
Cell-Free Multi-User MIMO Equalization via In-Context LearningCode0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents—0
How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations?—0
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot StrategiesCode0
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving—0
Exploring Autonomous Agents through the Lens of Large Language Models: A Review—0
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination DetectionCode0
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function ClassesCode0
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?Code0
Task Agnostic Architecture for Algorithm Induction via Implicit Composition—0
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data—0
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification—0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison—0
Emergent Abilities in Reduced-Scale Generative Language ModelsCode0
Self-Improvement Programming for Temporal Knowledge Graph Question Answering—0
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