| R+X: Retrieval and Execution from Everyday Human Videos | Jul 17, 2024 | Imitation LearningIn-Context Learning | —Unverified | 0 |
| Evaluating Linguistic Capabilities of Multimodal LLMs in the Lens of Few-Shot Learning | Jul 17, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection | Jul 16, 2024 | Fake News DetectionIn-Context Learning | —Unverified | 0 |
| Private prediction for large-scale synthetic text generation | Jul 16, 2024 | In-Context LearningPrediction | —Unverified | 0 |
| Fine-tuning Multimodal Large Language Models for Product Bundling | Jul 16, 2024 | In-Context LearningMultiple-choice | CodeCode Available | 1 |
| Ancient Korean Archive Translation: Comparison Analysis on Statistical phrase alignment, LLM in-context learning, and inter-methodological approach | Jul 16, 2024 | In-Context LearningMachine Translation | —Unverified | 0 |
| AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization | Jul 16, 2024 | Abstractive Text SummarizationDomain Adaptation | CodeCode Available | 0 |
| SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions | Jul 16, 2024 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 2 |
| Large Vision-Language Models as Emotion Recognizers in Context Awareness | Jul 16, 2024 | Emotion RecognitionIn-Context Learning | —Unverified | 0 |
| Reasoning with Large Language Models, a Survey | Jul 16, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection | Jul 15, 2024 | Image SegmentationIn-Context Learning | —Unverified | 0 |
| GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM | Jul 15, 2024 | In-Context Learning | —Unverified | 0 |
| Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems | Jul 15, 2024 | In-Context LearningRAG | CodeCode Available | 1 |
| Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning | Jul 15, 2024 | In-Context Learning | CodeCode Available | 2 |
| Visual Prompt Selection for In-Context Learning Segmentation | Jul 14, 2024 | DiversityImage Segmentation | CodeCode Available | 1 |
| Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond | Jul 13, 2024 | In-Context LearningRAG | —Unverified | 0 |
| Detect, Investigate, Judge and Determine: A Novel LLM-based Framework for Few-shot Fake News Detection | Jul 12, 2024 | Fake News DetectionIn-Context Learning | —Unverified | 0 |
| HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context | Jul 12, 2024 | In-Context LearningState Space Models | —Unverified | 0 |
| SpreadsheetLLM: Encoding Spreadsheets for Large Language Models | Jul 12, 2024 | In-Context LearningTable Detection | CodeCode Available | 2 |
| Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models | Jul 12, 2024 | In-Context LearningRelation | CodeCode Available | 0 |
| DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding | Jul 11, 2024 | DenoisingDomain Generalization | —Unverified | 0 |
| RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL | Jul 11, 2024 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| Video In-context Learning | Jul 10, 2024 | In-Context Learning | —Unverified | 0 |
| ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization | Jul 9, 2024 | In-Context Learning | —Unverified | 0 |
| Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning | Jul 9, 2024 | In-Context Learning | —Unverified | 0 |
