← Keywords

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

Diverse Demonstrations Improve In-context Compositional Generalization ACL 2023
Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023
OpenICL: An Open-Source Framework for In-context Learning ACL 2023
Prompting Neural Machine Translation with Translation Memories AAAI 2023
Controlled Text Generation with Natural Language Instructions ICML 2023
Compositional Exemplars for In-context Learning ICML 2023
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time ICML 2023
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models IJCNLP 2023
Statistical Foundations of Prior-Data Fitted Networks ICML 2023
Images Speak in Images: A Generalist Painter for In-Context Visual Learning CVPR 2023
The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation EMNLP 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models EMNLP 2023
On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software EMNLP 2023
In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis EMNLP 2023
In-Context Learning for Text Classification with Many Labels EMNLP 2023
mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning EMNLP 2023
Humans and language models diverge when predicting repeating text EMNLP 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla EMNLP 2023
Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation IJCNLP 2023
Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP 2023
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023
Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels EMNLP 2023
Narrative Style and the Spread of Health Misinformation on Twitter EMNLP 2023