clab / clab/dynet

Dynamic lookup parameters

Open
#1,441 4 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
C++
Stars
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Forks
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Description

Hi!

I am wondering if it is possible to define a dynamic embedding space with lookup parameters. First, we begin with a small embedding space, then we remove some lookup parameters and update it with new parameters, and so on. Is it possible?

Burcu

Contributor guide

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Research direction

The issue does not name any files, tests, or entry points. Begin by locating DyNet's lookup-parameter and embedding-space APIs, then determine whether removing and adding parameters during use is supported. Done would require a decided design and corresponding implementation or documentation, but the issue currently leaves the expected behavior unspecified.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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