| Position: What Can Large Language Models Tell Us about Time Series Analysis | Feb 5, 2024 | Decision MakingPosition | CodeCode Available | 2 |
| How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning | Feb 5, 2024 | In-Context LearningMetric Learning | CodeCode Available | 2 |
| Robot Trajectron: Trajectory Prediction-based Shared Control for Robot Manipulation | Feb 4, 2024 | PositionRobot Manipulation | CodeCode Available | 2 |
| Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model | Jan 17, 2024 | GPUImage Classification | CodeCode Available | 2 |
| Extending LLMs' Context Window with 100 Samples | Jan 13, 2024 | Position | CodeCode Available | 2 |
| Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training | Nov 15, 2023 | Passage RetrievalPosition | CodeCode Available | 2 |
| Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster | Nov 14, 2023 | GPUPosition | CodeCode Available | 2 |
| Position Interpolation Improves ALiBi Extrapolation | Oct 18, 2023 | Language ModellingPosition | CodeCode Available | 2 |
| ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons | Oct 11, 2023 | BenchmarkingPosition | CodeCode Available | 2 |
| PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training | Sep 19, 2023 | 2kPosition | CodeCode Available | 2 |