| Split and Rephrase with Large Language Models | Dec 18, 2023 | In-Context LearningSplit and Rephrase | —Unverified | 0 |
| kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning | Dec 17, 2023 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| Low-resource classification of mobility functioning information in clinical sentences using large language models | Dec 15, 2023 | Binary ClassificationIn-Context Learning | —Unverified | 0 |
| Catwalk: A Unified Language Model Evaluation Framework for Many Datasets | Dec 15, 2023 | In-Context LearningLanguage Model Evaluation | CodeCode Available | 1 |
| Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models | Dec 15, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| A Comparative Analysis of Fine-Tuned LLMs and Few-Shot Learning of LLMs for Financial Sentiment Analysis | Dec 14, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and Generation | Dec 14, 2023 | Image CaptioningImage Generation | CodeCode Available | 1 |
| MotherNet: Fast Training and Inference via Hyper-Network Transformers | Dec 14, 2023 | ClassificationIn-Context Learning | CodeCode Available | 1 |
| Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models | Dec 13, 2023 | In-Context Learning | —Unverified | 0 |
| Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization | Dec 12, 2023 | In-Context Learning | —Unverified | 0 |
| ICL Markup: Structuring In-Context Learning using Soft-Token Tags | Dec 12, 2023 | In-Context LearningIntent Detection | —Unverified | 0 |
| How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation | Dec 12, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection | Dec 12, 2023 | In-Context Learning | —Unverified | 0 |
| VILA: On Pre-training for Visual Language Models | Dec 12, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 4 |
| Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning | Dec 11, 2023 | In-Context LearningInformativeness | —Unverified | 0 |
| Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context | Dec 11, 2023 | In-Context Learning | —Unverified | 0 |
| MMICT: Boosting Multi-Modal Fine-Tuning with In-Context Examples | Dec 11, 2023 | In-Context Learning | CodeCode Available | 0 |
| On Meta-Prompting | Dec 11, 2023 | In-Context Learning | CodeCode Available | 2 |
| Flexible visual prompts for in-context learning in computer vision | Dec 11, 2023 | Image SegmentationIn-Context Learning | CodeCode Available | 0 |
| PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching | Dec 9, 2023 | GPUIn-Context Learning | —Unverified | 0 |
| The ICL Consistency Test | Dec 8, 2023 | In-Context LearningNatural Language Inference | —Unverified | 0 |
| Hijacking Context in Large Multi-modal Models | Dec 7, 2023 | In-Context Learning | —Unverified | 0 |
| Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration | Dec 7, 2023 | Data IntegrationEntity Resolution | CodeCode Available | 1 |
| A Study on the Calibration of In-context Learning | Dec 7, 2023 | In-Context LearningNatural Language Understanding | CodeCode Available | 0 |
| In-context learning of state estimators | Dec 7, 2023 | In-Context LearningState Estimation | —Unverified | 0 |
