Corpus ID: 6401679

Semantic Parsing on Freebase from Question-Answer Pairs

@inproceedings{Berant2013SemanticPO,
  title={Semantic Parsing on Freebase from Question-Answer Pairs},
  author={Jonathan Berant and A. Chou and Roy Frostig and Percy Liang},
  booktitle={EMNLP},
  year={2013}
}
  • Jonathan Berant, A. Chou, +1 author Percy Liang
  • Published in EMNLP 2013
  • Computer Science
  • In this paper, we train a semantic parser that scales up to Freebase. [...] Key Method We tackle this problem in two ways: First, we build a coarse mapping from phrases to predicates using a knowledge base and a large text corpus. Second, we use a bridging operation to generate additional predicates based on neighboring predicates. On the dataset of Cai and Yates (2013), despite not having annotated logical forms, our system outperforms their state-of-the-art parser. Additionally, we collected a more realistic…Expand Abstract
    983 Citations

    Figures, Tables, and Topics from this paper.

    Large-scale Semantic Parsing without Question-Answer Pairs
    • 172
    • PDF
    Semantic Parsing via Paraphrasing
    • 397
    • PDF
    Compositional Semantic Parsing on Semi-Structured Tables
    • 261
    • PDF
    Single-Entity-Single-Relation Question Answering with Minimal Annotation
    Evaluating Semantic Parsing against a Simple Web-based Question Answering Model
    • 8
    • PDF
    Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing
    • 29
    • Highly Influenced
    • PDF
    Improving Semantic Parsing via Answer Type Inference
    • 28
    • Highly Influenced
    • PDF
    Large-Scale Question Answering with Joint Embedding and Proof Tree Decoding

    References

    SHOWING 1-10 OF 46 REFERENCES
    Learning Dependency-Based Compositional Semantics
    • 512
    • PDF
    Paraphrase-Driven Learning for Open Question Answering
    • 272
    • PDF
    Weakly Supervised Training of Semantic Parsers
    • 134
    • PDF
    Driving Semantic Parsing from the World's Response
    • 225
    • Highly Influential
    • PDF
    Template-based question answering over RDF data
    • 418
    • PDF
    Grounded Unsupervised Semantic Parsing
    • 70
    • PDF
    Natural Language Questions for the Web of Data
    • 187
    • PDF
    Using Semantic Unification to Generate Regular Expressions from Natural Language
    • 82
    • PDF
    Modeling Relations and Their Mentions without Labeled Text
    • 779
    • PDF
    Towards a theory of natural language interfaces to databases
    • 422
    • PDF