conftrace_
← Keywords

in-context learning

1405 papers

Explore in graph

Also known as

ICL

Co-occurring keywords

large language model (13587) few-shot learning (3398) prompt engineering (1135) zero-shot learning (3650) language model (4599) retrieval-augmented generation (1592) text classification (6793) machine translation (2499) multimodal learning (4645) question answering (2963)

Papers

Timeline-based Sentence Decomposition with In Context Learning for Temporal Fact Extraction ACL 2024
Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning ACL 2024
Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024
Thoughts to Target: Enhance Planning for Target-driven Conversation EMNLP 2024
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024
LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024
Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024
Demonstration Selection Strategies for Numerical Time Series Data-to-Text EMNLP 2024
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models EMNLP 2024
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024
How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024
A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024
DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024
RECOST: External Knowledge Guided Data-efficient Instruction Tuning ACL 2024
AutoRef: Generating Refinements of Reviews Given Guidelines ACL 2024
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NIPS 2024
Where does In-context Learning Happen in Large Language Models? NIPS 2024
Estimating the Hallucination Rate of Generative AI NIPS 2024
VILA: On Pre-training for Visual Language Models CVPR 2024
Trained Transformers Learn Linear Models In-Context JMLR 2024
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models NIPS 2024
The unreasonable effectiveness of large language models for low-resource clause-level morphology: In-context generalization or prior exposure? NAACL 2024
Transformers are Minimax Optimal Nonparametric In-Context Learners NIPS 2024