Methods › Sequential › Sequence To Sequence Models › GTS

Goal-Driven Tree-Structured Neural Model

GTS

46 papers tagged archive 2025-07-28

Introduced by Zhipeng Xie and Shichao Sun in A Goal-Driven Tree-Structured Neural Model for Math Word Problems

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 46, 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.

• SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark
  26 Jun 2025 · 0 repositories · arXiv:2506.21549
• Exploring Graph-Transformer Out-of-Distribution Generalization Abilities
  25 Jun 2025 · 0 repositories · arXiv:2506.20575
• OpenGT: A Comprehensive Benchmark For Graph Transformers
  5 Jun 2025 · 1 repository · arXiv:2506.04765
• GT-SVQ: A Linear-Time Graph Transformer for Node Classification Using Spiking Vector Quantization
  16 Apr 2025 · 1 repository · arXiv:2504.11840
• Rethinking Image Evaluation in Super-Resolution
  17 Mar 2025 · 0 repositories · arXiv:2503.13074
• Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence
  13 Feb 2025 · 1 repository · arXiv:2502.09263
  Syntology ran 4 of 12 samples · 8 unverified
• Rethinking Tokenized Graph Transformers for Node Classification
  12 Feb 2025 · 0 repositories · arXiv:2502.08101
• Insecticide treated bed net use and elimination of malaria in Sub-Saharan African countries: Assessing the Global Technical Strategy (GTS) using an evolutionary game approach
  17 Dec 2024 · 0 repositories · arXiv:2412.13336
• FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
  14 Dec 2024 · 1 repository · arXiv:2412.10669
• GQWformer: A Quantum-based Transformer for Graph Representation Learning
  3 Dec 2024 · 0 repositories · arXiv:2412.02285
• GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
  26 Nov 2024 · 1 repository · arXiv:2411.17296
  Syntology ran 4 of 4 samples · 0 unverified · 4 pointer-only (licence)
• Benchmarking Positional Encodings for GNNs and Graph Transformers
  19 Nov 2024 · 1 repository · arXiv:2411.12732
  Syntology ran 3 of 7 samples · 4 unverified · 7 pointer-only (licence)
• Fitting the seven-parameter Generalized Tempered Stable distribution to the financial data
  10 Oct 2024 · 0 repositories · arXiv:2410.19751
• A Benchmark on Directed Graph Representation Learning in Hardware Designs
  9 Oct 2024 · 0 repositories · arXiv:2410.06460
• Relaxing Graph Transformers for Adversarial Attacks
  16 Jul 2024 · 0 repositories · arXiv:2407.11764
  Syntology ran 1 of 1 samples · 0 unverified
• A Scalable and Effective Alternative to Graph Transformers
  17 Jun 2024 · 0 repositories · arXiv:2406.12059
• Distinguished In Uniform: Self Attention Vs. Virtual Nodes
  20 May 2024 · 1 repository · arXiv:2405.11951
  Syntology ran 2 of 8 samples · 6 unverified
• AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers
  6 May 2024 · 0 repositories · arXiv:2405.03481
• FairGT: A Fairness-aware Graph Transformer
  26 Apr 2024 · 1 repository · arXiv:2404.17169
  Syntology ran 4 of 5 samples · 1 unverified · 5 pointer-only (licence)
• Gradformer: Graph Transformer with Exponential Decay
  24 Apr 2024 · 1 repository · arXiv:2404.15729
  Syntology ran 6 of 9 samples · 3 unverified · 9 pointer-only (licence)
• Seeing Motion at Nighttime with an Event Camera
  18 Apr 2024 · 1 repository · arXiv:2404.11884
• Complementarity-constrained predictive control for efficient gas-balanced hybrid power systems
  10 Apr 2024 · 0 repositories · arXiv:2404.06813
• SGHormer: An Energy-Saving Graph Transformer Driven by Spikes
  26 Mar 2024 · 1 repository · arXiv:2403.17656
• VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model
  8 Mar 2024 · 0 repositories · arXiv:2403.05346
• Unsupervised Deep Unrolling Networks for Phase Unwrapping
  1 Jan 2024 · 0 repositories
• Exploring Sparsity in Graph Transformers
  9 Dec 2023 · 0 repositories · arXiv:2312.05479
• Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks
  10 Oct 2023 · 1 repository · arXiv:2310.06437
• Bitcoin versus S&P 500 Index: Return and Risk Analysis
  3 Oct 2023 · 0 repositories · arXiv:2310.02436
• Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning
  28 Aug 2023 · 0 repositories · arXiv:2308.14924
• European Option Pricing Under Generalized Tempered Stable Process: Empirical Analysis
  12 Apr 2023 · 0 repositories · arXiv:2304.06060

Tasks archive 2025-07-28

20 shown of 60 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