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in-context learning

1405 papers

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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

LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024
Latent Learningscape Guided In-context Learning ACL 2024
Teaching Large Language Models an Unseen Language on the Fly ACL 2024
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ACL 2024
Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024
AS-ES Learning: Towards efficient CoT learning in small models ACL 2024
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ACL 2024
Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery ACL 2024
Demonstration Augmentation for Zero-shot In-context Learning ACL 2024
Harnessing Large Language Models as Post-hoc Correctors ACL 2024
What Makes a Good Order of Examples in In-Context Learning ACL 2024
Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024
UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner NIPS 2024
Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024
Visual In-Context Learning for Large Vision-Language Models ACL 2024
Multi-Task Transfer Matters During Instruction-Tuning ACL 2024
iHealth-Chile-1 at RRG24: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation ACL 2024
Feature-Adaptive and Data-Scalable In-Context Learning ACL 2024
Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations ACL 2024
Effectiveness of Scalable Monolingual Data and Trigger Words Prompting on Cross-Lingual Emotion Detection Task ACL 2024
Adapting LLM Predictions in In-Context Learning with Data Priors EMNLP 2024
Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content? EMNLP 2024
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ACL 2024