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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

Likelihood-based Mitigation of Evaluation Bias in Large Language Models ACL 2024
Pinpointing Diffusion Grid Noise to Enhance Aspect Sentiment Quad Prediction ACL 2024
Improving In-Context Learning with Prediction Feedback for Sentiment Analysis ACL 2024
Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model ACL 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ACL 2024
Selectively Answering Visual Questions ACL 2024
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024
Extending Context Window of Large Language Models via Semantic Compression ACL 2024
Se2: Sequential Example Selection for In-Context Learning ACL 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation ACL 2024
StatBot.Swiss: Bilingual Open Data Exploration in Natural Language ACL 2024
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024
Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions ACL 2024
ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models ACL 2024
DRU at WojoodNER 2024: ICL LLM for Arabic NER ACL 2024
K-QA: A Real-World Medical Q&A Benchmark ACL 2024
Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs ACL 2024
Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024
Learning-From-Mistakes Prompting for Indigenous Language Translation ACL 2024
Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024
Zero-shot Scientific Claim Verification Using LLMs and Citation Text ACL 2024
ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning ACL 2024
DS-Group at SIGHAN-2024 dimABSA Task: Constructing In-context Learning Structure for Dimensional Aspect-Based Sentiment Analysis ACL 2024
Subjectivity Detection in English News using Large Language Models ACL 2024
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024