in-context learning

1369 papers

Explore in graph

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

Grounding Language Models to Images for Multimodal Inputs and Outputs ICML 2023

Resources and Few-shot Learners for In-context Learning in Slavic Languages EACL 2023

Explore In-Context Learning for 3D Point Cloud Understanding NIPS 2023

ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation NIPS 2023

Global-Local Modeling with Prompt-Based Knowledge Enhancement for Emotion Inference in Conversation EACL 2023

Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking EACL 2023

Lexinvariant Language Models NIPS 2023

Distinguishability Calibration to In-Context Learning EACL 2023

MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting EACL 2023

WinoDict: Probing language models for in-context word acquisition EACL 2023

Large Language Models as General Pattern Machines CORL 2023

HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NIPS 2023

Learning Transformer Programs NIPS 2023

Few-Shot In-Context Imitation Learning via Implicit Graph Alignment CORL 2023

Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression NIPS 2023

Fine-Tuning Language Models with Just Forward Passes NIPS 2023

Looped Transformers as Programmable Computers ICML 2023

Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning NIPS 2023

The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks NIPS 2023

The Transient Nature of Emergent In-Context Learning in Transformers NIPS 2023

ExPT: Synthetic Pretraining for Few-Shot Experimental Design NIPS 2023

Can In-context Learners Learn a Reasoning Concept from Demonstrations? ACL 2023

Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision NIPS 2023

Birth of a Transformer: A Memory Viewpoint NIPS 2023

TART: A plug-and-play Transformer module for task-agnostic reasoning NIPS 2023