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In-Context Learning

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Showing 1726–1750 of 2297 papers

TitleStatusHype
COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning—0
Sentiment Analysis through LLM Negotiations—0
Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks—0
Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models—0
Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem SolvingCode0
Crosslingual Retrieval Augmented In-context Learning for Bangla—0
Transformers are Provably Optimal In-context Estimators for Wireless CommunicationsCode0
The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and AnalysisCode1
ExPT: Synthetic Pretraining for Few-Shot Experimental DesignCode1
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient SelectionCode1
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and LimitationsCode0
Improving Input-label Mapping with Demonstration Replay for In-context Learning—0
GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset—0
In-Context Learning Dynamics with Random Binary SequencesCode0
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-ThoughtCode1
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference TimeCode2
Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear RegressionCode1
Learning Transfers over Several Programming Languages—0
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment—0
From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense ReasoningCode0
POE: Process of Elimination for Multiple Choice ReasoningCode0
In-Context Learning Creates Task VectorsCode1
UI Layout Generation with LLMs Guided by UI Grammar—0
The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy RisksCode0
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction—0
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