| Position: Understanding LLMs Requires More Than Statistical Generalization | May 3, 2024 | In-Context LearningLearning Theory | CodeCode Available | 0 |
| Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo | May 3, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Question Suggestion for Conversational Shopping Assistants Using Product Metadata | May 2, 2024 | FrictionIn-Context Learning | —Unverified | 0 |
| "In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval" | May 2, 2024 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations | May 1, 2024 | Collaborative FilteringIn-Context Learning | —Unverified | 0 |
| In-Context Learning with Long-Context Models: An In-Depth Exploration | Apr 30, 2024 | In-Context LearningRetrieval | —Unverified | 0 |
| Graphical Reasoning: LLM-based Semi-Open Relation Extraction | Apr 30, 2024 | In-Context LearningRelation | CodeCode Available | 0 |
| Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language Model | Apr 29, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Capabilities of Gemini Models in Medicine | Apr 29, 2024 | In-Context LearningMedQA | —Unverified | 0 |
| It's Difficult to be Neutral -- Human and LLM-based Sentiment Annotation of Patient Comments | Apr 29, 2024 | In-Context LearningSentiment Analysis | —Unverified | 0 |
| ComposerX: Multi-Agent Symbolic Music Composition with LLMs | Apr 28, 2024 | In-Context LearningMusic Generation | CodeCode Available | 1 |
| Exploring the Robustness of In-Context Learning with Noisy Labels | Apr 28, 2024 | Data AugmentationIn-Context Learning | CodeCode Available | 0 |
| From Persona to Personalization: A Survey on Role-Playing Language Agents | Apr 28, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language | Apr 27, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction | Apr 27, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors | Apr 27, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study | Apr 26, 2024 | Data VisualizationIn-Context Learning | —Unverified | 0 |
| Türkçe Dil Modellerinin Performans Karşılaştırması Performance Comparison of Turkish Language Models | Apr 25, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization | Apr 25, 2024 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning | Apr 25, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| What Makes Multimodal In-Context Learning Work? | Apr 24, 2024 | In-Context Learning | CodeCode Available | 0 |
| XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference | Apr 23, 2024 | DecoderIn-Context Learning | —Unverified | 0 |
| FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model | Apr 23, 2024 | Drug DiscoveryIn-Context Learning | CodeCode Available | 0 |
| GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration | Apr 23, 2024 | Collaborative InferenceIn-Context Learning | CodeCode Available | 2 |
| Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities | Apr 23, 2024 | In-Context Learning | —Unverified | 0 |
