In-Context Learning

Papers

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Showing 101–125 of 2297 papers

Title	Date	Tasks	Status	Hype
GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration	Apr 23, 2024	Collaborative InferenceIn-Context Learning	CodeCode Available	2
Point-In-Context: Understanding Point Cloud via In-Context Learning	Apr 18, 2024	In-Context Learning	CodeCode Available	2
LLoCO: Learning Long Contexts Offline	Apr 11, 2024	4kIn-Context Learning	CodeCode Available	2
VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning	Mar 19, 2024	BenchmarkingImage Captioning	CodeCode Available	2
Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity	Mar 14, 2024	In-Context Learning	CodeCode Available	2
PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency	Mar 13, 2024	In-Context LearningText to SQL	CodeCode Available	2
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error	Mar 7, 2024	Continual LearningIn-Context Learning	CodeCode Available	2
Large Language Models are In-Context Molecule Learners	Mar 7, 2024	Cross-Modal RetrievalIn-Context Learning	CodeCode Available	2
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation	Feb 28, 2024	Code GenerationIn-Context Learning	CodeCode Available	2
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training	Feb 28, 2024	In-Context LearningLanguage Modeling	CodeCode Available	2
Long-Context Language Modeling with Parallel Context Encoding	Feb 26, 2024	In-Context LearningInstruction Following	CodeCode Available	2
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers	Feb 25, 2024	In-Context LearningSafety Alignment	CodeCode Available	2
RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model	Feb 16, 2024	Autonomous DrivingDecision Making	CodeCode Available	2
Linear Transformers with Learnable Kernel Functions are Better In-Context Models	Feb 16, 2024	In-Context LearningLanguage Modeling	CodeCode Available	2
Can LLMs Learn New Concepts Incrementally without Forgetting?	Feb 13, 2024	In-Context LearningIncremental Learning	CodeCode Available	2
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning	Feb 5, 2024	In-Context LearningMetric Learning	CodeCode Available	2
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion	Feb 4, 2024	In-Context LearningKnowledge Graph Completion	CodeCode Available	2
Tyche: Stochastic In-Context Learning for Medical Image Segmentation	Jan 24, 2024	Image SegmentationIn-Context Learning	CodeCode Available	2
In-Context Language Learning: Architectures and Algorithms	Jan 23, 2024	In-Context LearningLanguage Modeling	CodeCode Available	2
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding	Jan 9, 2024	Fact VerificationIn-Context Learning	CodeCode Available	2
Grimoire is All You Need for Enhancing Large Language Models	Jan 7, 2024	AllIn-Context Learning	CodeCode Available	2
Overview of the PromptCBLUE Shared Task in CHIP2023	Dec 29, 2023	In-Context Learning	CodeCode Available	2
On Meta-Prompting	Dec 11, 2023	In-Context Learning	CodeCode Available	2
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning	Dec 4, 2023	In-Context Learning	CodeCode Available	2
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models	Nov 16, 2023	Conversational SearchIn-Context Learning	CodeCode Available	2

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