Comments (4)
Because there is an option dico_threshold
that looks at the difference between the score of the best and second best translation, and will only take translation pairs where this difference is above the threshold, i.e. there is no ambiguity and the best translation is clearly better than the second best. For this we need to select the best 2 scores, i.e. we concat all top2 words from each batch :)
But this is just an option which we do not use in practice.
from muse.
Hi,
The 128
here is just the batch size. For 128
source words we look at their best translations over all target words. We do that batch by batch because otherwise it involves to create a matrix of size (n_src, n_tgt)
in memory (where n_src
and n_tgt
are the numbers of source and target words) and this will not fit for large vocabularies.
from muse.
I see. that makes sense. In that case, I wonder what is the reason to pickup the top 2 best scores, I mean to make candidate pairs, top 1 and its self should work already. Thank you!
from muse.
I see. Thank you for elaboration!
from muse.
Related Issues (20)
- why unsupervised can achieve Word alignment?
- Can some one give the dictionary tree of the whole project? Like in the data/crosslingual or monlingual/.. HOT 5
- non-parallel chinese traditional - english
- evaluate.py error
- openssl ssl_read ssl_error_syscall errno 110
- Reproducing Results in Table 1 HOT 1
- IndexError: index out of range in self
- AttributeError: 'Namespace' object has no attribute 'dico_max_rank'
- Assertion Error while using the unsupervised way.
- Tokenization issue in to-En bilingual dictionaries
- They hated the kid HOT 1
- Bad outcome in ja-en task HOT 1
- Rush Shhh INPUT aUTOMATION
- ValueError: too many values to unpack (expected 2) in unsupervised.py
- Will pytorch's deprecation of volatile affect the result?
- [ML Question] Is it possible somehow to translate two or three words ?
- Tried on GloVe?
- self-mapped english words in dictionaries
- ValueError: Function has keyword-only parameters or annotations, use inspect.signature() API which can support them HOT 3
- demo notebook references unavailable private files
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from muse.