← 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

Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification ACL 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations ICCV 2025
CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025
Task Facet Learning: A Structured Approach To Prompt Optimization ACL 2025
Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025
Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs ACL 2025
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection ACL 2025
ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025
FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025
MOZ-Smishing: A Benchmark Dataset for Detecting Mobile Money Frauds ACL 2025
Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot EMNLP 2025
Instantly Learning Preference Alignment via In-context DPO NAACL 2025
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025
LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025
Demystifying Small Language Models for Edge Deployment ACL 2025
Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025
CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025
RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025