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In-Context Learning

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TitleStatusHype
Grounded Language Agent for Product Search via Intelligent Web InteractionsCode0
Evolving Interpretable Visual Classifiers with Large Language Models—0
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation—0
Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches—0
GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning—0
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model—0
Discourse-Aware In-Context Learning for Temporal Expression Normalization—0
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models—0
Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context LearningCode0
Adaptive behavior with stable synapsesCode0
What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview DialogsCode0
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
Exploring Autonomous Agents through the Lens of Large Language Models: A Review—0
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving—0
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot StrategiesCode0
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function ClassesCode0
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination DetectionCode0
Task Agnostic Architecture for Algorithm Induction via Implicit Composition—0
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison—0
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification—0
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