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

Inference and Verbalization Functions During In-Context Learning EMNLP 2024

FLIRT: Feedback Loop In-context Red Teaming EMNLP 2024

In-context Contrastive Learning for Event Causality Identification EMNLP 2024

What’s Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs EMNLP 2024

Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024

Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach EMNLP 2024

Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition EMNLP 2024

LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification EMNLP 2024

PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024

Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024

Ontologically Faithful Generation of Non-Player Character Dialogues EMNLP 2024

On the In-context Generation of Language Models EMNLP 2024

I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024

Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning CVPR 2024

Tyche: Stochastic In-Context Learning for Medical Image Segmentation CVPR 2024

CLiC: Concept Learning in Context CVPR 2024

Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer CVPR 2024

Visual In-Context Prompting CVPR 2024

How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024

Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NIPS 2024

Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning NIPS 2024

A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NIPS 2024

BERTs are Generative In-Context Learners NIPS 2024

Linking In-context Learning in Transformers to Human Episodic Memory NIPS 2024

LIVE: Learnable In-Context Vector for Visual Question Answering NIPS 2024