| Zero-shot Model-based Reinforcement Learning using Large Language Models | Oct 15, 2024 | In-Context LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| ELICIT: LLM Augmentation via External In-Context Capability | Oct 12, 2024 | In-Context Learning | CodeCode Available | 1 |
| AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction | Oct 10, 2024 | In-Context Learning | CodeCode Available | 1 |
| Metalic: Meta-Learning In-Context with Protein Language Models | Oct 10, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Steering Large Language Models using Conceptors: Improving Addition-Based Activation Engineering | Oct 9, 2024 | In-Context Learning | CodeCode Available | 1 |
| Tree of Problems: Improving structured problem solving with compositionality | Oct 9, 2024 | In-Context Learning | CodeCode Available | 1 |
| Retrieval-Augmented Decision Transformer: External Memory for In-context RL | Oct 9, 2024 | In-Context LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning | Oct 9, 2024 | In-Context LearningNetwork Pruning | CodeCode Available | 1 |
| Vector-ICL: In-context Learning with Continuous Vector Representations | Oct 8, 2024 | ClassificationGraph Classification | CodeCode Available | 1 |
| Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning | Oct 5, 2024 | BenchmarkingDrug Design | CodeCode Available | 1 |
| Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation | Oct 3, 2024 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 |
| ReLIC: A Recipe for 64k Steps of In-Context Reinforcement Learning for Embodied AI | Oct 3, 2024 | Few-Shot Imitation LearningImitation Learning | CodeCode Available | 1 |
| PersonalLLM: Tailoring LLMs to Individual Preferences | Sep 30, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Text Clustering as Classification with LLMs | Sep 30, 2024 | ClassificationClustering | CodeCode Available | 1 |
| T2Vs Meet VLMs: A Scalable Multimodal Dataset for Visual Harmfulness Recognition | Sep 29, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow Understanding | Sep 24, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 1 |
| In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models | Sep 23, 2024 | In-Context Learning | CodeCode Available | 1 |
| StateAct: State Tracking and Reasoning for Acting and Planning with Large Language Models | Sep 21, 2024 | In-Context Learning | CodeCode Available | 1 |
| Fine-tuning Large Language Models for Entity Matching | Sep 12, 2024 | Data IntegrationEntity Resolution | CodeCode Available | 1 |
| The Compressor-Retriever Architecture for Language Model OS | Sep 2, 2024 | CPUIn-Context Learning | CodeCode Available | 1 |
| Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language Models | Aug 28, 2024 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 |
| Causal-Guided Active Learning for Debiasing Large Language Models | Aug 23, 2024 | Active LearningDiversity | CodeCode Available | 1 |
| V-RoAst: Visual Road Assessment. Can VLM be a Road Safety Assessor Using the iRAP Standard? | Aug 20, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL | Aug 15, 2024 | In-Context LearningText to SQL | CodeCode Available | 1 |
| ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models | Aug 15, 2024 | In-Context LearningMMLU | CodeCode Available | 1 |
