Methods › Natural Language Processing › Sentence Embeddings › MTS

Matching The Statements

MTS

107 papers tagged archive 2025-07-28

Introduced by Hoang Phan et al. in Matching The Statements: A Simple and Accurate Model for Key Point Analysis

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 107, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Data Augmentation in Time Series Forecasting through Inverted Framework
  15 Jul 2025 · 0 repositories · arXiv:2507.11439
• Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance
  25 Jun 2025 · 1 repository · arXiv:2506.20883
• Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation
  13 Jun 2025 · 0 repositories · arXiv:2506.12183
• Leveraging Multivariate Long-Term History Representation for Time Series Forecasting
  20 May 2025 · 0 repositories · arXiv:2505.14737
• Nearest Neighbor Multivariate Time Series Forecasting
  16 May 2025 · 0 repositories · arXiv:2505.11625
• Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering
  9 May 2025 · 0 repositories · arXiv:2505.05738
• Quantum Autoencoder for Multivariate Time Series Anomaly Detection
  24 Apr 2025 · 0 repositories · arXiv:2504.17548
• MMformer with Adaptive Transferable Attention: Advancing Multivariate Time Series Forecasting for Environmental Applications
  18 Apr 2025 · 0 repositories · arXiv:2504.14050
• Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing
  17 Apr 2025 · 1 repository · arXiv:2504.13975
• CATS: Mitigating Correlation Shift for Multivariate Time Series Classification
  5 Apr 2025 · 0 repositories · arXiv:2504.04283
• Temporal Gaussian Copula For Clinical Multivariate Time Series Data Imputation
  3 Apr 2025 · 1 repository · arXiv:2504.02317
• Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation
  23 Mar 2025 · 0 repositories · arXiv:2503.17896
• PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting
  27 Feb 2025 · 0 repositories · arXiv:2502.20571
• TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data
  22 Feb 2025 · 1 repository · arXiv:2502.16294
• HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting
  12 Feb 2025 · 1 repository · arXiv:2502.08302
• General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data
  5 Feb 2025 · 0 repositories · arXiv:2502.03264
  Syntology ran 8 of 12 samples · 4 unverified
• Transformer-based Multivariate Time Series Anomaly Localization
  15 Jan 2025 · 0 repositories · arXiv:2501.08628
• Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification
  14 Jan 2025 · 1 repository · arXiv:2501.08305
• Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection
  26 Dec 2024 · 0 repositories · arXiv:2412.19108
• Heterogeneous Relationships of Subjects and Shapelets for Semi-supervised Multivariate Series Classification
  27 Nov 2024 · 0 repositories · arXiv:2411.18043
• Contrast Similarity-Aware Dual-Pathway Mamba for Multivariate Time Series Node Classification
  19 Nov 2024 · 1 repository · arXiv:2411.12222
• Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data
  1 Nov 2024 · 1 repository · arXiv:2411.01070
• Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection
  11 Oct 2024 · 1 repository · arXiv:2410.08877
  Syntology ran 8 of 11 samples · 3 unverified · 11 pointer-only (licence)
• Team MTS @ AutoMin 2021: An Overview of Existing Summarization Approaches and Comparison to Unsupervised Summarization Techniques
  4 Oct 2024 · 0 repositories · arXiv:2410.03412
• BACKTIME: Backdoor Attacks on Multivariate Time Series Forecasting
  3 Oct 2024 · 1 repository · arXiv:2410.02195
  Syntology ran 5 of 8 samples · 3 unverified · 8 pointer-only (licence)
• TiVaT: A Transformer with a Single Unified Mechanism for Capturing Asynchronous Dependencies in Multivariate Time Series Forecasting
  2 Oct 2024 · 0 repositories · arXiv:2410.01531
• A SSM is Polymerized from Multivariate Time Series
  30 Sep 2024 · 0 repositories · arXiv:2409.20310
• Treating Brain-inspired Memories as Priors for Diffusion Model to Forecast Multivariate Time Series
  27 Sep 2024 · 0 repositories · arXiv:2409.18491
• Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining
  22 Sep 2024 · 0 repositories · arXiv:2409.14327
• Channel-wise Influence: Estimating Data Influence for Multivariate Time Series
  27 Aug 2024 · 0 repositories · arXiv:2408.14763
  Syntology ran 1 of 1 samples · 0 unverified

Tasks archive 2025-07-28

20 shown of 97 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections