Corpus ID: 1255845

Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions

  title={Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions},
  author={Peter Clark and Oren Etzioni and Tushar Khot and A. Sabharwal and Oyvind Tafjord and Peter D. Turney and Daniel Khashabi},
  • Peter Clark, Oren Etzioni, +4 authors Daniel Khashabi
  • Published in AAAI 2016
  • Computer Science
  • What capabilities are required for an AI system to pass standard 4th Grade Science Tests. [...] Key Result We conclude with a detailed analysis, illustrating the complementary strengths of each method in the ensemble. Our datasets are being released to enable further research.Expand Abstract
    102 Citations
    Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
    • 168
    • PDF
    Question Answering as Global Reasoning Over Semantic Abstractions
    • 49
    • PDF
    Towards Literate Artificial Intelligence
    • PDF
    Improving Question Answering with External Knowledge
    • 25
    • Highly Influenced
    • PDF
    Improving Natural Language Inference Using External Knowledge in the Science Questions Domain
    • 36
    • PDF


    Exploring Markov Logic Networks for Question Answering
    • 31
    • PDF
    Learning to Rank Answers to Non-Factoid Questions from Web Collections
    • 149
    • PDF
    Project Halo Update - Progress Toward Digital Aristotle
    • 89
    • PDF
    Open question answering over curated and extracted knowledge bases
    • 333
    • PDF
    Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!
    • 82
    • PDF
    My Computer Is an Honor Student - but How Intelligent Is It? Standardized Tests as a Measure of AI
    • 65
    • PDF
    Markov logic networks
    • 2,603
    • PDF
    A probabilistic graphical model for joint answer ranking in question answering
    • 68
    • PDF
    Question Answering Using Enhanced Lexical Semantic Models
    • 224
    • PDF