A Neural Knowledge Language Model

Tanel Pärnamaa
Tanel Pärnamaa

arXiv: Computation and Language, Volume abs/1608.00318, 2017.

Cited by: 81|Bibtex|Views28|Links
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Abstract:

Current language models have significant limitations in their ability to encode and decode knowledge. This is mainly because they acquire knowledge based on statistical co-occurrences, even if most of the knowledge words are rarely observed named entities. In this paper, we propose a Neural Knowledge Language Model (NKLM) which combines s...More

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