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In-Context Learning

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Showing 2001–2050 of 2297 papers

TitleStatusHype
Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning AbilityCode0
Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques—0
From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language ModelsCode0
The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis—0
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQACode0
Selective Demonstrations for Cross-domain Text-to-SQLCode0
Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations—0
Humans and language models diverge when predicting repeating textCode0
In-Context Convergence of Transformers—0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Guideline Learning for In-context Information Extraction—0
Lightweight In-Context Tuning for Multimodal Unified Models—0
Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning—0
The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning—0
Uncovering Model Processing Strategies with Non-Negative Per-Example Fisher Factorization—0
Procedural Text Mining with Large Language ModelsCode0
Fine-tune Language Models to Approximate Unbiased In-context Learning—0
Improving Automatic VQA Evaluation Using Large Language Models—0
How FaR Are Large Language Models From Agents with Theory-of-Mind?Code0
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions—0
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models—0
GraphText: Graph Reasoning in Text SpaceCode0
Decoding In-Context Learning: Neuroscience-inspired Analysis of Representations in Large Language Models—0
Understanding In-Context Learning from RepetitionsCode0
Dynamic Demonstrations Controller for In-Context LearningCode0
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering—0
A Benchmark for Learning to Translate a New Language from One Grammar BookCode0
Visual In-Context Learning for Few-Shot Eczema Segmentation—0
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering—0
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting—0
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning—0
ALLURE: Auditing and Improving LLM-based Evaluation of Text using Iterative In-Context-Learning—0
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue—0
Calibrating LLM-Based EvaluatorCode0
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering—0
In-context Interference in Chat-based Large Language Models—0
A Practical Survey on Zero-shot Prompt Design for In-context Learning—0
Affect Recognition in Conversations Using Large Language Models—0
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation—0
Towards Effective Disambiguation for Machine Translation with Large Language Models—0
Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning—0
Toward Unified Controllable Text Generation via Regular Expression InstructionCode0
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models—0
In-Context Learning for Text Classification with Many Labels—0
Few-Shot Adaptation for Parsing Contextual Utterances with LLMsCode0
Context is Environment—0
MindAgent: Emergent Gaming Interaction—0
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context LearningCode0
ICLEF: In-Context Learning with Expert Feedback for Explainable Style TransferCode0
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field StudyCode0
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