| 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 |
| SEAL: SEmantic-Augmented Imitation Learning via Language Model | Oct 3, 2024 | Decision MakingImitation Learning | —Unverified | 0 |
| Intent Detection in the Age of LLMs | Oct 2, 2024 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos | Sep 29, 2024 | AllImage Segmentation | CodeCode Available | 2 |
| "Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree": Zero-Shot Decision Tree Induction and Embedding with Large Language Models | Sep 27, 2024 | Interpretable Machine LearningWorld Knowledge | —Unverified | 0 |
| CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models | Sep 27, 2024 | Reinforcement Learning (RL)World Knowledge | CodeCode Available | 1 |
| "Why" Has the Least Side Effect on Model Editing | Sep 27, 2024 | Experimental Designknowledge editing | —Unverified | 0 |
| Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion | Sep 26, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 0 |
| 60 Data Points are Sufficient to Fine-Tune LLMs for Question-Answering | Sep 24, 2024 | Question AnsweringWorld Knowledge | —Unverified | 0 |
| Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking | Sep 23, 2024 | BenchmarkingDiversity | CodeCode Available | 0 |
