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In-Context Learning

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Showing 51–100 of 2297 papers

TitleStatusHype
Scaling Diffusion Language Models via Adaptation from Autoregressive ModelsCode3
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context LearningCode3
QuRating: Selecting High-Quality Data for Training Language ModelsCode3
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human SupervisionCode3
Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code GenerationCode3
AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language ModelsCode3
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with TextCode3
Token Reduction Should Go Beyond Efficiency in Generative Models -- From Vision, Language to MultimodalityCode3
Can LLMs Learn New Concepts Incrementally without Forgetting?Code2
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing SynthesizersCode2
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL GenerationCode2
MMICL: Empowering Vision-language Model with Multi-Modal In-Context LearningCode2
NeoBERT: A Next-Generation BERTCode2
Memory MosaicsCode2
MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image ClassificationCode2
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and GenerationCode2
GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist CollaborationCode2
MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog GenerationCode2
Long-Context Language Modeling with Parallel Context EncodingCode2
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA CompositionCode2
LLoCO: Learning Long Contexts OfflineCode2
LLMs in the Imaginarium: Tool Learning through Simulated Trial and ErrorCode2
Making Large Language Models Perform Better in Knowledge Graph CompletionCode2
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table UnderstandingCode2
Linearizing Large Language ModelsCode2
Linear Transformers with Learnable Kernel Functions are Better In-Context ModelsCode2
LayoutPrompter: Awaken the Design Ability of Large Language ModelsCode2
Adapting Language Models to Compress ContextsCode2
ConTextTab: A Semantics-Aware Tabular In-Context LearnerCode2
Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text RecognitionCode2
Many-Shot In-Context Learning in Multimodal Foundation ModelsCode2
NoteLLM-2: Multimodal Large Representation Models for RecommendationCode2
Knowledge Circuits in Pretrained TransformersCode2
Just read twice: closing the recall gap for recurrent language modelsCode2
KV Shifting Attention Enhances Language ModelingCode2
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized RationalesCode2
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language ModelsCode2
In-Context Editing: Learning Knowledge from Self-Induced DistributionsCode2
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI FeedbackCode2
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with TransformersCode2
JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMsCode2
In-Context Language Learning: Architectures and AlgorithmsCode2
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph CompletionCode2
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide ResolutionCode2
CausalPFN: Amortized Causal Effect Estimation via In-Context LearningCode2
Improving CLIP Training with Language RewritesCode2
Large Language Models are In-Context Molecule LearnersCode2
A Simple Image Segmentation Framework via In-Context ExamplesCode2
A Controlled Study on Long Context Extension and Generalization in LLMsCode2
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