| Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration | Dec 7, 2023 | Data IntegrationEntity Resolution | CodeCode Available | 1 | 5 |
| An Explanation of In-context Learning as Implicit Bayesian Inference | Nov 3, 2021 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| Benchmarking Cognitive Biases in Large Language Models as Evaluators | Sep 29, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 1 | 5 |
| Do Large Language Models Know What They Don't Know? | May 29, 2023 | In-Context Learning | CodeCode Available | 1 | 5 |
| LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language Models | Aug 2, 2024 | In-Context LearningLog Parsing | CodeCode Available | 1 | 5 |
| CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context Demonstrations | Feb 21, 2025 | DecoderDiversity | CodeCode Available | 1 | 5 |
| Fine-tuning Multimodal Large Language Models for Product Bundling | Jul 16, 2024 | In-Context LearningMultiple-choice | CodeCode Available | 1 | 5 |
| Dolphins: Multimodal Language Model for Driving | Dec 1, 2023 | Autonomous VehiclesIn-Context Learning | CodeCode Available | 1 | 5 |
| Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments | Dec 19, 2022 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Controllable Dialogue Simulation with In-Context Learning | Oct 9, 2022 | Data AugmentationIn-Context Learning | CodeCode Available | 1 | 5 |
| BERTs are Generative In-Context Learners | Jun 7, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning | Oct 4, 2023 | Dimensionality ReductionIn-Context Learning | CodeCode Available | 1 | 5 |
| PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning | May 3, 2024 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 | 5 |
| A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation | Feb 21, 2024 | DiversityIn-Context Learning | CodeCode Available | 1 | 5 |
| Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning | Apr 30, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 | 5 |
| AnomalyLLM: Few-shot Anomaly Edge Detection for Dynamic Graphs using Large Language Models | May 13, 2024 | Anomaly DetectionEdge Detection | CodeCode Available | 1 | 5 |
| ELICIT: LLM Augmentation via External In-Context Capability | Oct 12, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning | Oct 1, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 | 5 |
| Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences | Nov 6, 2024 | Drug DiscoveryIn-Context Learning | CodeCode Available | 1 | 5 |
| Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm | Feb 16, 2024 | Active LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| Diverse Demonstrations Improve In-context Compositional Generalization | Dec 13, 2022 | In-Context LearningSemantic Parsing | CodeCode Available | 1 | 5 |
| HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation | Dec 15, 2024 | DiagnosticIn-Context Learning | CodeCode Available | 1 | 5 |
| EgoNCE++: Do Egocentric Video-Language Models Really Understand Hand-Object Interactions? | May 28, 2024 | Action RecognitionAttribute | CodeCode Available | 1 | 5 |
| AnyPattern: Towards In-context Image Copy Detection | Apr 21, 2024 | Copy DetectionIn-Context Learning | CodeCode Available | 1 | 5 |
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | Feb 18, 2025 | Contrastive LearningDomain Generalization | CodeCode Available | 1 | 5 |
