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shagunsodhani / Question Answering with Subgraph Embeddings.md
Created June 1, 2016 16:33
Notes for "Question Answering with Subgraph Embeddings" paper

Question Answering with Subgraph Embeddings

Introduction

  • Open-domain Question Answering (Open QA) - efficiently querying large-scale knowledge base(KB) using natural language.
  • Two main approaches:
    • Information Retrieval
      • Transform question (in natural language) into a valid query(in terms of KB) to get a broad set of candidate answers.
      • Perform fine-grained detection on candidate answers.
  • Semantic Parsing