| DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operators | Oct 11, 2024 | In-Context LearningOperator learning | —Unverified | 0 |
| Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models | Oct 11, 2024 | In-Context Learning | —Unverified | 0 |
| StraGo: Harnessing Strategic Guidance for Prompt Optimization | Oct 11, 2024 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| On-Chip Learning via Transformer In-Context Learning | Oct 11, 2024 | DecoderIn-Context Learning | —Unverified | 0 |
| AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction | Oct 10, 2024 | In-Context Learning | CodeCode Available | 1 |
| Uncovering Overfitting in Large Language Model Editing | Oct 10, 2024 | AttributeIn-Context Learning | —Unverified | 0 |
| Metalic: Meta-Learning In-Context with Protein Language Models | Oct 10, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Generalization from Starvation: Hints of Universality in LLM Knowledge Graph Learning | Oct 10, 2024 | Graph LearningIn-Context Learning | —Unverified | 0 |
| Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning? | Oct 10, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| DemoShapley: Valuation of Demonstrations for In-Context Learning | Oct 10, 2024 | FairnessFew-Shot Learning | —Unverified | 0 |
| Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data | Oct 10, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Steering Large Language Models using Conceptors: Improving Addition-Based Activation Engineering | Oct 9, 2024 | In-Context Learning | 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 |
| Generative Model for Less-Resourced Language with 1 billion parameters | Oct 9, 2024 | In-Context LearningSentence | —Unverified | 0 |
| Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning | Oct 9, 2024 | Graph Neural NetworkIn-Context Learning | —Unverified | 0 |
| MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data | Oct 9, 2024 | In-Context Learning | —Unverified | 0 |
| 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 |
| Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? | Oct 9, 2024 | In-Context LearningLogical Reasoning | CodeCode Available | 0 |
| In-Context Code-Text Learning for Bimodal Software Engineering | Oct 8, 2024 | Clone DetectionIn-Context Learning | —Unverified | 0 |
| Direct Preference Optimization for LLM-Enhanced Recommendation Systems | Oct 8, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning | Oct 8, 2024 | In-Context LearningRelation | CodeCode Available | 0 |
| ConML: A Universal Meta-Learning Framework with Task-Level Contrastive Learning | Oct 8, 2024 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition | Oct 8, 2024 | AllIn-Context Learning | —Unverified | 0 |
| Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content? | Oct 8, 2024 | In-Context LearningMachine Translation | CodeCode Available | 0 |
