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In-Context Learning

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Showing 101–125 of 2297 papers

TitleStatusHype
In-Context Learning Unlocked for Diffusion ModelsCode2
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA CompositionCode2
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and GenerationCode2
Can LLMs Learn New Concepts Incrementally without Forgetting?Code2
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context ReasoningCode2
Memory MosaicsCode2
A Controlled Study on Long Context Extension and Generalization in LLMsCode2
Grounding Language Models to Images for Multimodal Inputs and OutputsCode2
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing SynthesizersCode2
ConTextTab: A Semantics-Aware Tabular In-Context LearnerCode2
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary StudyCode2
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric LearningCode2
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide ResolutionCode2
Towards Interpretable Mental Health Analysis with Large Language ModelsCode2
Large Language Models are In-Context Molecule LearnersCode2
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationCode2
Overview of the PromptCBLUE Shared Task in CHIP2023Code2
PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistencyCode2
Black-Box Tuning for Language-Model-as-a-ServiceCode2
Generative Pre-trained Speech Language Model with Efficient Hierarchical TransformerCode2
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL GenerationCode2
Differential TransformerCode2
Finding Transformer Circuits with Edge PruningCode2
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and RoadmapCode2
Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data ScarcityCode2
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