| The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition | Mar 25, 2024 | Emotion RecognitionIn-Context Learning | —Unverified | 0 |
| MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models | Mar 25, 2024 | GPUIn-Context Learning | CodeCode Available | 1 |
| To Err is Machine: Vulnerability Detection Challenges LLM Reasoning | Mar 25, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification | Mar 25, 2024 | ChatbotClassification | —Unverified | 0 |
| LLMs Are Few-Shot In-Context Low-Resource Language Learners | Mar 25, 2024 | In-Context Learning | CodeCode Available | 0 |
| SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging | Mar 25, 2024 | Few-Shot LearningImage Segmentation | —Unverified | 0 |
| SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder | Mar 24, 2024 | In-Context Learning | —Unverified | 0 |
| IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models | Mar 23, 2024 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| ESG Classification by Implicit Rule Learning via GPT-4 | Mar 22, 2024 | In-Context LearningNavigate | —Unverified | 0 |
| Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning | Mar 22, 2024 | Few-Shot Stance DetectionIn-Context Learning | CodeCode Available | 0 |
| Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information | Mar 22, 2024 | 3D ReconstructionHallucination | —Unverified | 0 |
| Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test Formulation | Mar 22, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Sequence-to-Sequence Language Models for Character and Emotion Detection in Dream Narratives | Mar 21, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design | Mar 21, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning | Mar 21, 2024 | In-Context LearningInstruction Following | CodeCode Available | 0 |
| VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning | Mar 19, 2024 | BenchmarkingImage Captioning | CodeCode Available | 2 |
| An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis | Mar 19, 2024 | In-Context LearningSpeech Synthesis | —Unverified | 0 |
| Towards Multimodal In-Context Learning for Vision & Language Models | Mar 19, 2024 | Image CaptioningIn-Context Learning | —Unverified | 0 |
| CrossTune: Black-Box Few-Shot Classification with Label Enhancement | Mar 19, 2024 | Few-Shot Text ClassificationIn-Context Learning | —Unverified | 0 |
| Context-aware LLM-based Safe Control Against Latent Risks | Mar 18, 2024 | In-Context LearningModel Predictive Control | —Unverified | 0 |
| CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification | Mar 18, 2024 | Conformal PredictionIn-Context Learning | CodeCode Available | 0 |
| Transfer Learning Beyond Bounded Density Ratios | Mar 18, 2024 | In-Context LearningOut-of-Distribution Generalization | —Unverified | 0 |
| Towards Understanding the Relationship between In-context Learning and Compositional Generalization | Mar 18, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| AICL: Action In-Context Learning for Video Diffusion Model | Mar 18, 2024 | Action GenerationIn-Context Learning | CodeCode Available | 1 |
| Can LLMs Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis | Mar 18, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
