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In-Context Learning

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Showing 76–100 of 2297 papers

TitleStatusHype
A Controlled Study on Long Context Extension and Generalization in LLMsCode2
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
xGen-MM (BLIP-3): A Family of Open Large Multimodal ModelsCode2
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon TasksCode2
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World QuestionsCode2
Sibyl: Simple yet Effective Agent Framework for Complex Real-world ReasoningCode2
SpreadsheetLLM: Encoding Spreadsheets for Large Language ModelsCode2
Just read twice: closing the recall gap for recurrent language modelsCode2
MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog GenerationCode2
Finding Transformer Circuits with Edge PruningCode2
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary StudyCode2
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized RationalesCode2
In-Context Editing: Learning Knowledge from Self-Induced DistributionsCode2
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and GenerationCode2
Generative Pre-trained Speech Language Model with Efficient Hierarchical TransformerCode2
Knowledge Circuits in Pretrained TransformersCode2
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic PredictionCode2
NoteLLM-2: Multimodal Large Representation Models for RecommendationCode2
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL GenerationCode2
Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text RecognitionCode2
Fine-tuned In-Context Learning Transformers are Excellent Tabular Data ClassifiersCode2
Many-Shot In-Context Learning in Multimodal Foundation ModelsCode2
Memory MosaicsCode2
Linearizing Large Language ModelsCode2
PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property GenerationCode2
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