Comments (5)
No, it doesn't use table headers.
from neural-symbolic-machines.
Thank you.
It is amazing. How could NSM generate the SQL without using table headers.
NSM do not know how to interact with the database without the table headers, based on my understanding.
from neural-symbolic-machines.
My understanding:
NSM use the reward of SQL execution to train and then to find the right SQL with right answer.
The reward come from the execution result of SQL and the labeled answer.
from neural-symbolic-machines.
NSM uses the column names when generating the programs if that's what you mean by "table header". You can see that from the example programs in Supplementary B of the paper.
from neural-symbolic-machines.
thank you very much
from neural-symbolic-machines.
Related Issues (20)
- Unable to install dependencies HOT 2
- Where to get `stop_words.json`? HOT 2
- USE_TRAINER_PROB is not in the python parameters. HOT 1
- What is the difference between the three all_train_saved_programs-1k? HOT 1
- use more than 1 gpu HOT 4
- training stop HOT 3
- The paper says it also need a number of labeled SQL to train? HOT 5
- Where does load_programs 's data come from? HOT 1
- How to understand `avg length` and `avg return`? HOT 3
- What happens in test time? HOT 2
- Hard to find the code where the reward guide the training. HOT 2
- What is the ValueEstimator of NSM? HOT 3
- Why targets=actions? HOT 2
- Setting number of agents is to accelerate the training? HOT 1
- For Wikisql, the random search space is too large, for multi where condition. How do you deal with this problem? HOT 1
- For Wikisql, different agg may lead to same result. How do you deal with this problem? HOT 1
- For Wikisql, the random search space is too large, if agg is not empty. How do you deal with this problem? HOT 1
- 请问下,除了warm start,还有哪些设计大幅提升了结果? HOT 1
- The experiment on WebquestionSP HOT 2
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 neural-symbolic-machines.