| LLM Agents for Bargaining with Utility-based Feedback | May 29, 2025 | In-Context Learning | —Unverified | 0 |
| EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models | May 29, 2025 | Ensemble LearningIn-Context Learning | —Unverified | 0 |
| Generating Diverse Training Samples for Relation Extraction with Large Language Models | May 29, 2025 | DiversityIn-Context Learning | —Unverified | 0 |
| Learning World Models for Interactive Video Generation | May 28, 2025 | In-Context LearningRetrieval | —Unverified | 0 |
| Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems | May 27, 2025 | In-Context LearningRecommendation Systems | —Unverified | 0 |
| DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph | May 26, 2025 | In-Context LearningText to SQL | —Unverified | 0 |
| In-context Language Learning for Endangered Languages in Speech Recognition | May 26, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Monocle: Hybrid Local-Global In-Context Evaluation for Long-Text Generation with Uncertainty-Based Active Learning | May 26, 2025 | Active LearningIn-Context Learning | —Unverified | 0 |
| In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts | May 26, 2025 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| Learning to Select In-Context Demonstration Preferred by Large Language Model | May 26, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices | May 26, 2025 | In-Context LearningRetrieval-augmented Generation | CodeCode Available | 0 |
| In-Context Brush: Zero-shot Customized Subject Insertion with Context-Aware Latent Space Manipulation | May 26, 2025 | In-Context Learning | —Unverified | 0 |
| Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? | May 26, 2025 | In-Context Learningknowledge editing | —Unverified | 0 |
| The Role of Diversity in In-Context Learning for Large Language Models | May 26, 2025 | DiversityIn-Context Learning | —Unverified | 0 |
| Optimization-Inspired Few-Shot Adaptation for Large Language Models | May 25, 2025 | In-Context Learningparameter-efficient fine-tuning | —Unverified | 0 |
| The Prompt is Mightier than the Example | May 24, 2025 | In-Context LearningSynthetic Data Generation | —Unverified | 0 |
| Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning | May 24, 2025 | In-Context Learning | —Unverified | 0 |
| Next-token pretraining implies in-context learning | May 23, 2025 | In-Context Learning | —Unverified | 0 |
| Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning | May 22, 2025 | In-Context Learning | —Unverified | 0 |
| In-Context Watermarks for Large Language Models | May 22, 2025 | In-Context LearningInstruction Following | —Unverified | 0 |
| Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence | May 22, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability | May 22, 2025 | In-Context LearningMultimodal Sentiment Analysis | —Unverified | 0 |
| MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning | May 22, 2025 | In-Context Learning | CodeCode Available | 0 |
| IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm Detection | May 22, 2025 | In-Context LearningSarcasm Detection | CodeCode Available | 0 |
| Learning Beyond Limits: Multitask Learning and Synthetic Data for Low-Resource Canonical Morpheme Segmentation | May 22, 2025 | In-Context LearningSegmentation | —Unverified | 0 |