← 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

Can we teach language models to gloss endangered languages? EMNLP 2024
In-Context Learning with Iterative Demonstration Selection EMNLP 2024
Multilingual Fine-Grained News Headline Hallucination Detection EMNLP 2024
Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues EMNLP 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning EMNLP 2024
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment EMNLP 2024
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning EMNLP 2024
Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024
StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024
Learning to Plan by Updating Natural Language EMNLP 2024
C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024
Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft EMNLP 2024
Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024
Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers EMNLP 2024
LLM as a metric critic for low resource relation identification EMNLP 2024
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024
Analyzing Context Contributions in LLM-based Machine Translation EMNLP 2024
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking EMNLP 2024
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024