| Vision and Intention Boost Large Language Model in Long-Term Action Anticipation | May 3, 2025 | Action AnticipationIn-Context Learning | —Unverified | 0 |
| BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models | May 3, 2025 | BenchmarkingHyperparameter Optimization | —Unverified | 0 |
| New News: System-2 Fine-tuning for Robust Integration of New Knowledge | May 3, 2025 | In-Context Learning | —Unverified | 0 |
| MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning | May 2, 2025 | In-Context LearningRetrieval | CodeCode Available | 0 |
| TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students | May 2, 2025 | GSM8KIn-Context Learning | CodeCode Available | 0 |
| On the generalization of language models from in-context learning and finetuning: a controlled study | May 1, 2025 | In-Context Learning | —Unverified | 0 |
| COSMOS: Predictable and Cost-Effective Adaptation of LLMs | Apr 30, 2025 | In-Context LearningPrediction | —Unverified | 0 |
| In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification | Apr 30, 2025 | ClassificationIn-Context Learning | —Unverified | 0 |
| AdaptMI: Adaptive Skill-based In-context Math Instruction for Small Language Models | Apr 30, 2025 | In-Context LearningMath | —Unverified | 0 |
| LLM-Empowered Embodied Agent for Memory-Augmented Task Planning in Household Robotics | Apr 30, 2025 | In-Context LearningObject | CodeCode Available | 1 |
| Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning | Apr 30, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| AlignDiT: Multimodal Aligned Diffusion Transformer for Synchronized Speech Generation | Apr 29, 2025 | In-Context LearningSpeech Synthesis | —Unverified | 0 |
| On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks | Apr 29, 2025 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Efficient Domain-adaptive Continual Pretraining for the Process Industry in the German Language | Apr 28, 2025 | Continual PretrainingGPU | —Unverified | 0 |
| Test It Before You Trust It: Applying Software Testing for Trustworthy In-context Learning | Apr 26, 2025 | In-Context LearningPhilosophy | CodeCode Available | 0 |
| E-InMeMo: Enhanced Prompting for Visual In-Context Learning | Apr 25, 2025 | Foreground SegmentationIn-Context Learning | CodeCode Available | 1 |
| Does Knowledge Distillation Matter for Large Language Model based Bundle Generation? | Apr 24, 2025 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| In-Context Learning can distort the relationship between sequence likelihoods and biological fitness | Apr 23, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning | Apr 22, 2025 | Conformal PredictionIn-Context Learning | —Unverified | 0 |
| Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases | Apr 22, 2025 | counterfactualIn-Context Learning | —Unverified | 0 |
| How Private is Your Attention? Bridging Privacy with In-Context Learning | Apr 22, 2025 | In-Context Learningregression | —Unverified | 0 |
| LLMs as Data Annotators: How Close Are We to Human Performance | Apr 21, 2025 | In-Context Learningnamed-entity-recognition | —Unverified | 0 |
| Automated Measurement of Eczema Severity with Self-Supervised Learning | Apr 21, 2025 | In-Context LearningSelf-Supervised Learning | —Unverified | 0 |
| LLM-Enabled In-Context Learning for Data Collection Scheduling in UAV-assisted Sensor Networks | Apr 20, 2025 | Deep Reinforcement LearningIn-Context Learning | —Unverified | 0 |
| Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models | Apr 19, 2025 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
