Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

enhance Synonyms#compare #6

Closed
hailiang-wang opened this issue Oct 28, 2017 · 4 comments
Closed

enhance Synonyms#compare #6

hailiang-wang opened this issue Oct 28, 2017 · 4 comments
Assignees
@huyingxi

Comments

@hailiang-wang
Copy link
Member

description

use advanced method to compute similarity for two sentence.

related with #4

solution

leverage adv distance measurements.
@hailiang-wang hailiang-wang mentioned this issue Oct 28, 2017
Closed
@hailiang-wang
Copy link
Member Author

distance 计算方式比较

image

image

image

From https://lyfat.wordpress.com/2012/05/22/euclidean-vs-chebyshev-vs-manhattan-distance/

@huyingxi
Copy link
Collaborator

Thanks .
I have tested on several different similarity measures, and found that Euclidean distance is the best.
And I merged some other features such as synonys' word embeddings , unigram overlap, POS tag ...

@hailiang-wang
Copy link
Member Author

Commit c0a4775

hailiang-wang added a commit that referenced this issue Oct 31, 2017
@hailiang-wang
#6 simplify code and support py2,3
312eae0
hailiang-wang added a commit that referenced this issue Oct 31, 2017
@hailiang-wang
#6 move useless code into data.py
a1283d9
@huyingxi
Copy link
Collaborator

huyingxi commented Nov 5, 2017

roc_curve_eulidean0 8 unigram0 2 pos
I just test on the 778 pairs of sentences (link: https://github.com/fssqawj/SentenceSim/blob/master/dev.txt)

and get these curves:
pr_hresholds_eulidean0 8 unigram0 2 pos

@huyingxi huyingxi reopened this Nov 5, 2017
hailiang-wang added a commit that referenced this issue Nov 5, 2017
@hailiang-wang
#6 Update README
fac1c94
hailiang-wang added a commit that referenced this issue Nov 5, 2017
@hailiang-wang
#6 Update README
f154ed6
hailiang-wang added a commit that referenced this issue Nov 5, 2017
@hailiang-wang
#6 Update README
a95c798
hailiang-wang added a commit that referenced this issue Nov 5, 2017
@hailiang-wang
#6 Update README
cd19196
@hailiang-wang hailiang-wang mentioned this issue Nov 8, 2017
Closed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@huyingxi huyingxi

Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@hailiang-wang @huyingxi