| Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning Tasks | Nov 6, 2024 | In-Context LearningMamba | CodeCode Available | 0 |
| Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature | Nov 5, 2024 | HallucinationIn-Context Learning | —Unverified | 0 |
| Mixtures of In-Context Learners | Nov 5, 2024 | In-Context Learning | —Unverified | 0 |
| Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation | Nov 5, 2024 | Fault DetectionIn-Context Learning | —Unverified | 0 |
| LLMs for Domain Generation Algorithm Detection | Nov 5, 2024 | In-Context Learning | —Unverified | 0 |
| RuAG: Learned-rule-augmented Generation for Large Language Models | Nov 4, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Pretrained transformer efficiently learns low-dimensional target functions in-context | Nov 4, 2024 | In-Context Learning | —Unverified | 0 |
| TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives | Nov 4, 2024 | Diversityimage-classification | —Unverified | 0 |
| Fair In-Context Learning via Latent Concept Variables | Nov 4, 2024 | Data AugmentationFairness | CodeCode Available | 0 |
| See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers | Nov 4, 2024 | Anomaly DetectionFeature Engineering | —Unverified | 0 |
| TI-PREGO: Chain of Thought and In-Context Learning for Online Mistake Detection in PRocedural EGOcentric Videos | Nov 4, 2024 | In-Context LearningMistake Detection | CodeCode Available | 1 |
| Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning | Nov 4, 2024 | In-Context Learning | —Unverified | 0 |
| N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs | Nov 4, 2024 | In-Context LearningReinforcement Learning (RL) | —Unverified | 0 |
| Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Script Languages | Nov 4, 2024 | In-Context LearningRetrieval | —Unverified | 0 |
| Defining and Evaluating Physical Safety for Large Language Models | Nov 4, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Shortcut Learning in In-Context Learning: A Survey | Nov 4, 2024 | In-Context LearningSurvey | —Unverified | 0 |
| Robust Neural Processes for Noisy Data | Nov 3, 2024 | In-Context Learning | —Unverified | 0 |
| STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing | Nov 1, 2024 | 2kIn-Context Learning | —Unverified | 0 |
| Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization | Nov 1, 2024 | Computational EfficiencyIn-Context Learning | CodeCode Available | 2 |
| In-Context Learned Equalization in Cell-Free Massive MIMO via State-Space Models | Oct 31, 2024 | In-Context LearningState Space Models | —Unverified | 0 |
| Large Language Models for Patient Comments Multi-Label Classification | Oct 31, 2024 | De-identificationFew-Shot Learning | —Unverified | 0 |
| Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? | Oct 31, 2024 | DenoisingIn-Context Learning | CodeCode Available | 1 |
| What is Wrong with Perplexity for Long-context Language Modeling? | Oct 31, 2024 | Document SummarizationIn-Context Learning | CodeCode Available | 2 |
| Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs | Oct 31, 2024 | In-Context LearningMemorization | —Unverified | 0 |
| Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models | Oct 30, 2024 | Code GenerationHumanEval | —Unverified | 0 |
