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in-context learning

1369 papers

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Also known as

ICL

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

Locally Differentially Private In-Context Learning COLING 2024
Language Models for Text Classification: Is In-Context Learning Enough? COLING 2024
In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis COLING 2024
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024
A Simple Image Segmentation Framework via In-Context Examples NIPS 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NIPS 2024
StatBot.Swiss: Bilingual Open Data Exploration in Natural Language ACL 2024
Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions ACL 2024
Relational Programming with Foundational Models AAAI 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning NIPS 2024
ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models ACL 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation CVPR 2024
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts CVPR 2024
In-Context Matting CVPR 2024
Towards More Unified In-context Visual Understanding CVPR 2024
On Scaling Up a Multilingual Vision and Language Model CVPR 2024
WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration NAACL 2024
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NIPS 2024
UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner NIPS 2024
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification NAACL 2024
More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024