Comments (2)
Hi @graceyangfan,
Thanks for the question. Yes, you can use multiple words as the label name of each category. In fact, there is not a strict definition of which words should be the "label name"--you can choose to use whatever words that can represent the category well and ideally frequently appear in the corpus. As mentioned in the README file, "if multiple words are used as the label name of a category, put them in the same line and separate them with whitespace characters". As an example, you could refer to DBPedia dataset where some categories have multiple words as the label name.
Let me know if you have any further questions!
Thanks,
Yu
from lotclass.
@yumeng5 thanks for your replay, it really help me to understand the ideas in your paper
from lotclass.
Related Issues (20)
- Some issues for duplicating the paper results HOT 3
- CUDA error: CUBLAS_STATUS_INTERNAL_ERROR when calling `cublasCreate(handle)` HOT 2
- [Improvement] More post-processing for the category vocabulary HOT 2
- Category Vocabulary size in paper is 50, the category vocabulary size created by the algorithm is 70 HOT 1
- Torch not compiled with CUDA enabled HOT 3
- In w/o self-training baseline, how are the final test predictions made if the [CLS] hasn't be trained? HOT 2
- pretrained_lm for non english data HOT 1
- Bug exists when using the original data and codes HOT 1
- Error running with test set HOT 3
- Can this method be used in the scenario of multi-label text classification? HOT 1
- Can I train on cpu and control layer freezing ? HOT 1
- AssertionError: Too few (0) documents with category indicative terms found for category 1; try to add more unlabeled documents to the training corpus (recommend) or reduce `--match_threshold` (not recommend) HOT 4
- My performance in reproducing the results of agnews using the code you provided is relatively poor
- Category Vocabulary Creation
- FileNotFoundError: [Errno 2] No such file or directory: 'datasets/agnews/label_names.txt' HOT 3
- bus error when running the code HOT 3
- EnvironmentError when running code HOT 1
- RuntimeError: The task could not be sent to the workers as it is too large for `send_bytes`. HOT 3
- RuntimeError: CUDA error: all CUDA-capable devices are busy or unavailable HOT 6
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 lotclass.