| LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition Language | Mar 21, 2025 | In-Context LearningRobot Task Planning | CodeCode Available | 1 |
| JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System | Mar 18, 2025 | BenchmarkingIn-Context Learning | CodeCode Available | 1 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | CodeCode Available | 1 |
| Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention | Mar 11, 2025 | In-Context LearningRetrieval | CodeCode Available | 1 |
| Strategy Coopetition Explains the Emergence and Transience of In-Context Learning | Mar 7, 2025 | In-Context Learning | CodeCode Available | 1 |
| Evaluating Knowledge Generation and Self-Refinement Strategies for LLM-based Column Type Annotation | Mar 4, 2025 | Column Type AnnotationIn-Context Learning | CodeCode Available | 1 |
| Self-Training Elicits Concise Reasoning in Large Language Models | Feb 27, 2025 | GSM8KIn-Context Learning | CodeCode Available | 1 |
| FSPO: Few-Shot Preference Optimization of Synthetic Preference Data in LLMs Elicits Effective Personalization to Real Users | Feb 26, 2025 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Multi-Perspective Data Augmentation for Few-shot Object Detection | Feb 25, 2025 | Data AugmentationFew-Shot Object Detection | CodeCode Available | 1 |
| Code Summarization Beyond Function Level | Feb 23, 2025 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 |
| CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context Demonstrations | Feb 21, 2025 | DecoderDiversity | CodeCode Available | 1 |
| PEARL: Towards Permutation-Resilient LLMs | Feb 20, 2025 | In-Context Learning | CodeCode Available | 1 |
| Which Attention Heads Matter for In-Context Learning? | Feb 19, 2025 | In-Context Learning | CodeCode Available | 1 |
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | Feb 18, 2025 | Contrastive LearningDomain Generalization | CodeCode Available | 1 |
| Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu | Feb 17, 2025 | Data AugmentationIn-Context Learning | CodeCode Available | 1 |
| BASE-SQL: A powerful open source Text-To-SQL baseline approach | Feb 15, 2025 | In-Context LearningLarge Language Model | CodeCode Available | 1 |
| OntoTune: Ontology-Driven Self-training for Aligning Large Language Models | Feb 8, 2025 | Hypernym DiscoveryIn-Context Learning | CodeCode Available | 1 |
| LLM-Supported Natural Language to Bash Translation | Feb 7, 2025 | In-Context LearningTranslation | CodeCode Available | 1 |
| Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications | Feb 5, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes | Feb 4, 2025 | In-Context LearningNatural Language Understanding | CodeCode Available | 1 |
| Can Transformers Learn Full Bayesian Inference in Context? | Jan 28, 2025 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 |
| AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model | Jan 19, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| A Study of In-Context-Learning-Based Text-to-SQL Errors | Jan 16, 2025 | In-Context LearningText to SQL | CodeCode Available | 1 |
| BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning | Jan 6, 2025 | In-Context LearningMath | CodeCode Available | 1 |
| ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning | Jan 1, 2025 | Few-Shot LearningImage Generation | CodeCode Available | 1 |
