Asset Management

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

No dataset record in the archive lists this task.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

10 shown of 10 papers with code (87 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Benchmarking pre-trained text embedding models in aligning built asset information
  18 Nov 2024 1 repository listed
  Accurate mapping of the built asset information to established data classification systems and taxonomies is crucial for effective asset management, whether for compliance at project handover or ad-hoc data integration…
• FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering
  6 Oct 2024 1 repository listed Syntology ran 1 of 1 samples · 0 unverified
  Our experiments reveal that FAMMA poses a significant challenge on LLMs, including reasoning models such as GPT-o1 and DeepSeek-R1.
• Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models
  17 Jun 2024 1 repository listed
  Generative 3D Painting is among the top productivity boosters in high-resolution 3D asset management and recycling.
• An Empirical Study of Challenges in Machine Learning Asset Management
  25 Feb 2024 1 repository listed
  In machine learning (ML), efficient asset management, including ML models, datasets, algorithms, and tools, is vital for resource optimization, consistent performance, and a streamlined development lifecycle.
• SEBERTNets: Sequence Enhanced BERT Networks for Event Entity Extraction Tasks Oriented to the Finance Field
  21 Jan 2024 1 repository listed
  In addition, motivated by recommendation system, we propose Hybrid Sequence Enhanced BERT Networks (HSEBERTNets for short), which uses a multi-channel recall method to recall all the corresponding event entity.
• Reap the Harvest on Blockchain: A Survey of Yield Farming Protocols
  9 Oct 2022 1 repository listed
  Yield farming represents an immensely popular asset management activity in decentralized finance (DeFi).
• Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask Learning
  26 Apr 2022 1 repository listed
  Utilising an interpretable hierarchical Bayesian approach and operational fleet data, domain expertise is naturally encoded (and appropriately shared) between different sub-groups, representing (i) use-type, (ii)…
• Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization. The Journal of Financial Data Science
  26 Mar 2020 1 repository listed
  This is the second in a series of articles dealing with machine learning in asset management.
• Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies
  10 Feb 2020 1 repository listed
  This is the first in a series of arti-cles dealing with machine learning in asset management.
• Semi-supervised Anomaly Detection using AutoEncoders
  6 Jan 2020 1 repository listed
  But for defect detection lack of availability of a large number of anomalous instances and labelled data is a problem.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.