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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

Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs ACL 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025
LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data ACL 2025
ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025
COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants ACL 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025
Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs ACL 2025
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025
TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation ACL 2025
LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025
On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025
Demystifying Small Language Models for Edge Deployment ACL 2025
To What Extent Can In-Context Learning Solve Unseen Tasks? IJCNLP 2025
Doppelganger-JC: Benchmarking the LLMs’ Understanding of Cross-Lingual Homographs between Japanese and Chinese IJCNLP 2025
Simplified Rewriting Improves Expert Summarization IJCNLP 2025
Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors EMNLP 2025
FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025
Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models EMNLP 2025
Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot EMNLP 2025
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing EMNLP 2025
Public Data Assisted Differentially Private In-Context Learning EMNLP 2025
Distilling Many-Shot In-Context Learning into a Cheat Sheet EMNLP 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025