projects:swe:start
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projects:swe:start [2015/05/29 15:14] – hj | projects:swe:start [2015/09/22 01:20] (current) – hj | ||
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into the popular data-driven learning process of word embeddings to improve the | into the popular data-driven learning process of word embeddings to improve the | ||
quality of them. Under this framework, we represent semantic knowledge as many | quality of them. Under this framework, we represent semantic knowledge as many | ||
- | ordinal ranking inequalities and formulate the learning of semantic word embeddings | + | **ordinal ranking inequalities** and formulate the learning of semantic word embeddings |
(SWE) as a constrained optimization problem, where the data-derived objective | (SWE) as a constrained optimization problem, where the data-derived objective | ||
function is optimized subject to all ordinal knowledge inequality constraints | function is optimized subject to all ordinal knowledge inequality constraints | ||
Line 16: | Line 16: | ||
number of inequality constraints. | number of inequality constraints. | ||
+ | **Project website:** | ||
+ | |||
+ | * Code and resource download at [[http:// | ||
+ | |||
**Reference: | **Reference: | ||
- | [1] //Quan Liu, Hui Jiang, Si Wei, Zhen-Hua Ling and Yu Hu//, " | + | [1] //Quan Liu, Hui Jiang, Si Wei, Zhen-Hua Ling and Yu Hu//, " |
- | **Project website:** | ||
- | |||
- | * Code and resource download at [[http:// | ||
- | * [[ https:// | ||
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projects/swe/start.1432912497.txt.gz · Last modified: 2015/05/29 15:14 by hj