Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems

Mrinmaya Sachan, Kumar Avinava Dubey, Tom M. Mitchell, Dan Roth, Eric P. Xing

May-26-2025, 09:07:05 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

logic & formal reasoning, machine learning, natural language, (22 more...)

Neural Information Processing Systems

May-26-2025, 09:07:05 GMT

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Country:
- North America
  - Canada > Quebec (0.28)
  - United States (0.68)

Genre:
- Research Report (1.00)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Undirected Networks
      - Markov Models (0.67)
    - Neural Networks > Deep Learning (0.68)
  - Natural Language
    - Grammars & Parsing (0.88)
    - Machine Translation (0.68)
  - Representation & Reasoning > Logic & Formal Reasoning (0.69)

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Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems
Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems

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