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In-Context Learning

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Showing 351–375 of 2297 papers

TitleStatusHype
RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration ExemplarsCode0
Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs—0
Plant in Cupboard, Orange on Rably, Inat Aphone. Benchmarking Incremental Learning of Situation and Language Model using a Text-Simulated Situated Environment—0
Language Models Can See Better: Visual Contrastive Decoding For LLM Multimodal ReasoningCode0
JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMsCode2
SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL—0
LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning—0
MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme ModerationCode0
BASE-SQL: A powerful open source Text-To-SQL baseline approachCode1
Lost in the Passage: Passage-level In-context Learning Does Not Necessarily Need a "Passage"—0
Large Language Diffusion ModelsCode7
Solving Empirical Bayes via Transformers—0
MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?—0
The Ann Arbor Architecture for Agent-Oriented ProgrammingCode0
From Markov to Laplace: How Mamba In-Context Learns Markov ChainsCode0
Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning—0
What exactly has TabPFN learned to do?Code0
Task Generalization With AutoRegressive Compositional Structure: Can Learning From Tasks Generalize to ^T Tasks?—0
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection ModelCode0
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept UnderstandingCode0
AuPair: Golden Example Pairs for Code Repair—0
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error CorrectionCode0
In-Context Learning of Linear Dynamical Systems with Transformers: Error Bounds and Depth-Separation—0
The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models—0
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal ReasoningCode0
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