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In-Context Learning

Papers

Showing 19261950 of 2297 papers

TitleStatusHype
Deep Natural Language Feature Learning for Interpretable PredictionCode0
LLM Augmented Hierarchical Agents0
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse FinetuningCode0
Retrieval-Augmented Code Generation for Universal Information Extraction0
In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models0
Instructed Language Models with Retrievers Are Powerful Entity LinkersCode0
In-Context Exemplars as Clues to Retrieving from Large Associative Memory0
SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data0
DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase0
ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models0
Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles0
Sentiment Analysis through LLM Negotiations0
Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks0
COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning0
Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models0
Transformers are Provably Optimal In-context Estimators for Wireless CommunicationsCode0
Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem SolvingCode0
Crosslingual Retrieval Augmented In-context Learning for Bangla0
Improving Input-label Mapping with Demonstration Replay for In-context Learning0
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and LimitationsCode0
GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset0
In-Context Learning Dynamics with Random Binary SequencesCode0
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment0
Learning Transfers over Several Programming Languages0
WebWISE: Web Interface Control and Sequential Exploration with Large Language Models0
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