Xingchao work

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Chaos Work

Binary Word Vector

SVM based on Binary Vector

Hinging 15-6-17

Ordered Word Vector


Ordered Word Vector is a simple dropout method using gaussian distribution sweeping.
Parameter set x / beta in which beta range from 25 to 100 during training process.

Similarity Test


This chapter test ordered word vector by semantic similarity. Semantic similarity is most popular task in measure word vector's performance area.

Using three tasks in semantic task, thank to our ACL reviewers' suggestion.

Similarity 353

Similarity 999

RG 65