| Transformers Are Universally Consistent | May 30, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings | May 30, 2025 | In-Context Learning | CodeCode Available | 1 |
| Discl-VC: Disentangled Discrete Tokens and In-Context Learning for Controllable Zero-Shot Voice Conversion | May 30, 2025 | In-Context LearningVoice Conversion | —Unverified | 0 |
| CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer | May 30, 2025 | In-Context Learning | —Unverified | 0 |
| One Task Vector is not Enough: A Large-Scale Study for In-Context Learning | May 29, 2025 | In-Context Learning | —Unverified | 0 |
| Label-Guided In-Context Learning for Named Entity Recognition | May 29, 2025 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 |
| EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models | May 29, 2025 | Ensemble LearningIn-Context Learning | —Unverified | 0 |
| LLM Agents for Bargaining with Utility-based Feedback | May 29, 2025 | In-Context Learning | —Unverified | 0 |
| Engineering Serendipity through Recommendations of Items with Atypical Aspects | May 29, 2025 | In-Context Learning | CodeCode Available | 0 |
| Generating Diverse Training Samples for Relation Extraction with Large Language Models | May 29, 2025 | DiversityIn-Context Learning | —Unverified | 0 |
| Neither Stochastic Parroting nor AGI: LLMs Solve Tasks through Context-Directed Extrapolation from Training Data Priors | May 29, 2025 | In-Context Learning | —Unverified | 0 |
| From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs | May 29, 2025 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning | May 29, 2025 | In-Context LearningState Space Models | CodeCode Available | 3 |
| 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 |
| In-context Language Learning for Endangered Languages in Speech Recognition | May 26, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —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 |
| Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? | May 26, 2025 | In-Context Learningknowledge editing | —Unverified | 0 |
| Learning to Select In-Context Demonstration Preferred by Large Language Model | May 26, 2025 | In-Context LearningLanguage Modeling | —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 |
| 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 Brush: Zero-shot Customized Subject Insertion with Context-Aware Latent Space Manipulation | May 26, 2025 | In-Context Learning | —Unverified | 0 |
| The Role of Diversity in In-Context Learning for Large Language Models | May 26, 2025 | DiversityIn-Context Learning | —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 |
| Optimization-Inspired Few-Shot Adaptation for Large Language Models | May 25, 2025 | In-Context Learningparameter-efficient fine-tuning | —Unverified | 0 |
