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in-context learning

1369 papers

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Also known as

ICL IC ICCG ICRL

Co-occurring keywords

large language model (12755) few-shot learning (3390) prompt engineering (1128) zero-shot learning (3637) language model (4573) retrieval-augmented generation (1459) text classification (6776) machine translation (2472) multimodal learning (4622) question answering (2904)

Papers

How Can Client Motivational Language Inform Psychotherapy Agents? EACL 2024
ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024
Small Models are Valuable Plug-ins for Large Language Models ACL 2024
Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks INTERSPEECH 2024
ARC: A Generalist Graph Anomaly Detector with In-Context Learning NIPS 2024
Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024
Can Large Language Models Understand Context? EACL 2024
Customizing Language Model Responses with Contrastive In-Context Learning AAAI 2024
Natural Language-centered Inference Network for Multi-modal Fake News Detection IJCAI 2024
Linear Transformers are Versatile In-Context Learners NIPS 2024
Code-Style In-Context Learning for Knowledge-Based Question Answering AAAI 2024
VILA: On Pre-training for Visual Language Models CVPR 2024
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024
A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024
COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning INTERSPEECH 2024
How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models EMNLP 2024
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024
Mixture of Demonstrations for In-Context Learning NIPS 2024
More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024
Investigating the Emergent Audio Classification Ability of ASR Foundation Models NAACL 2024
MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning NAACL 2024
Zero-shot Generative Linguistic Steganography NAACL 2024