2014 QuestionAnsweringwithSubgraphEm
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- (Bordes et al., 2014) ⇒ Antoine Bordes, Sumit Chopra, and Jason Weston. (2014). “Question Answering with Subgraph Embeddings.” In: Proceedings of EMNLP (EMNLP-2014).
Subject Headings: Question Answering Algorithm.
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Abstract
This paper presents a system which learns to answer questions on a broad range of topics from a knowledge base using few hand-crafted features. Our model learns low-dimensional embeddings of words and knowledge base constituents; these representations are used to score natural language questions against candidate answers. Training our system using pairs of questions and structured representations of their answers, and pairs of question paraphrases, yields competitive results on a competitive benchmark of the literature.
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| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2014 QuestionAnsweringwithSubgraphEm | Jason Weston Antoine Bordes Sumit Chopra | Question Answering with Subgraph Embeddings |