Comments (2)
I'd also just like an option to use tf idf embeddings from the labels (on their own). I don't see an option for that in the text2text library (despite the name). I can write this myself using the regular library but it would be awesome if you can add that as an option here, as you clearly experimented with that in the paper.
from pecos.
@simonhughes22 , we just added the functionality to support --label-embed-type pifa_lf_concat in the text2text command line interface. Feel free to check it out and let us know if you encouter any issue.
An example usage would be:
python -m pecos.apps.text2text.train \
--label-embed-type pifa_lf_concat::Z=${Z_pifa_file} \
-i ${train_file} \
-m ${model_folder}
from pecos.
Related Issues (20)
- Extreme multi-label classification - Text data - training set size for a class
- XLinearModel preprocessing and metrics HOT 2
- Xtransformer Predict - Threshold HOT 3
- Trying to use HybridIndexer for Label Indexing, run into issue where TrieWrapper has no attribute '_sorted' HOT 14
- Add FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search HOT 1
- Perform inference in C++/Java HOT 1
- XLinearModel (trained) when saving it generates an error OSError: [Errno 95] Operation not supported HOT 9
- ValueError: len(params.neg_mining_chain)=4 != 3 HOT 1
- Trying to understand Cluster chain shape using hybrid indexer HOT 5
- Hyperparameter optimization/tuning
- How do I adjust parameter when the recall of a particular label is zero In Classification Task?
- Indexer as hierarchicalkmeans cannot get the correct label partition
- FineTune on Custom Dataset
- Training process freezes without using GPUs
- Newlines in Tfidf vectorizer corpus cause runtime exceptions when loading a trained vectorizer HOT 1
- Some confusion in pecos.utils.smat_utils.binarized HOT 1
- Floating point exception (core dumped) problem
- Integrate Low-rank adaptation (LoRA)
- PEFA WSDM 24 HOT 1
- Cannot replicate the XR-Linear performance with TF-IDF features and a Fine-tune Embedding Model
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 pecos.