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

Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning EACL 2024

Learning to Retrieve In-Context Examples for Large Language Models EACL 2024

SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking EACL 2024

Topic-guided Example Selection for Domain Adaptation in LLM-based Machine Translation EACL 2024

How Does In-Context Learning Help Prompt Tuning? EACL 2024

A Japanese News Simplification Corpus with Faithfulness COLING 2024

A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation COLING 2024

ChatEL: Entity Linking with Chatbots COLING 2024

CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024

Deconstructing In-Context Learning: Understanding Prompts via Corruption COLING 2024

Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study COLING 2024

Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data COLING 2024

Evaluating Code-Switching Translation with Large Language Models COLING 2024

Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods COLING 2024

FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis COLING 2024

Generative Multimodal Entity Linking COLING 2024

IAD: In-Context Learning Ability Decoupler of Large Language Models in Meta-Training COLING 2024

S3Prompt: Instructing the Model with Self-calibration, Self-recall and Self-aggregation to Improve In-context Learning COLING 2024

Self-Improvement Programming for Temporal Knowledge Graph Question Answering COLING 2024

Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning COLING 2024

Submodular-based In-context Example Selection for LLMs-based Machine Translation COLING 2024

Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue COLING 2024

Towards Robust In-Context Learning for Machine Translation with Large Language Models COLING 2024

Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction COLING 2024