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GitHub / YatinChaudhary / TopicBERT
Implementation of EMNLP2020 accepted paper: "TopicBERT: Topic-aware BERT for Efficient Document Classification"
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YatinChaudhary%2FTopicBERT
Stars: 39
Forks: 4
Open Issues: 0
License: None
Language: Python
Repo Size: 16.9 MB
Dependencies:
19
Created: over 3 years ago
Updated: 6 months ago
Last pushed: over 3 years ago
Last synced: 4 months ago
Commit Stats
Commits: 5
Authors: 1
Mean commits per author: 5.0
Development Distribution Score: 0.0
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/YatinChaudhary/TopicBERT
Topics: bert, carbon-emissions, carbon-footprint, complementary, efficient, learning, model, ntm, topic
Files
Dependencies
- Keras ==2.2.4
- aws-shell *
- nltk ==3.3
- numpy ==1.16.6
- sklearn ==0.0
- sortedcollections ==0.6.1
- tensorflow-determinism *
- tensorflow-gpu ==1.15.0
- Keras ==2.3.1
- aws-shell ==0.2.1
- gensim ==3.8.3
- jsonlines ==1.2.0
- nltk ==3.5
- numpy ==1.18.4
- pandas ==1.0.3
- scikit-learn ==0.23.0
- scipy ==1.4.1
- tensorflow ==2.0.0
- transformers ==2.9.0