Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
data		data
README.md		README.md
SDAE.py		SDAE.py
ae_pretraining.py		ae_pretraining.py
ae_pretraining.sh		ae_pretraining.sh
ae_pretraining_ag.sh		ae_pretraining_ag.sh
ae_pretraining_dbpedia.sh		ae_pretraining_dbpedia.sh
ae_pretraining_yahoo.sh		ae_pretraining_yahoo.sh
build_dbpedia_corpora.py		build_dbpedia_corpora.py
build_seed.py		build_seed.py
build_yahoo_corpora.py		build_yahoo_corpora.py
config.py		config.py
data_loader.py		data_loader.py
download_elmo.sh		download_elmo.sh
elmo_feat_extractor.sh		elmo_feat_extractor.sh
explainable_results_transform.py		explainable_results_transform.py
extract_elmo_text_features.py		extract_elmo_text_features.py
extract_infersent_text_features.py		extract_infersent_text_features.py
extract_text_features.py		extract_text_features.py
extract_tfidf_text_features.py		extract_tfidf_text_features.py
feat_extractor.sh		feat_extractor.sh
infersent_feat_extractor.sh		infersent_feat_extractor.sh
kmeans_ae.py		kmeans_ae.py
kmeans_bert.py		kmeans_bert.py
kmeans_elmo.py		kmeans_elmo.py
kmeans_infersent.py		kmeans_infersent.py
kmeans_pca.py		kmeans_pca.py
kmeans_pretraining.py		kmeans_pretraining.py
kmeans_tfidf.py		kmeans_tfidf.py
kmeans_vnc_elmo.py		kmeans_vnc_elmo.py
model_interprete.py		model_interprete.py
models.py		models.py
pretraining.py		pretraining.py
reuters_IDEC.py		reuters_IDEC.py
reuters_ae_pretraining.py		reuters_ae_pretraining.py
reuters_build_gsdmm_data.py		reuters_build_gsdmm_data.py
reuters_gsdmm.py		reuters_gsdmm.py
reuters_kmeans_ae.py		reuters_kmeans_ae.py
reuters_kmeans_elmo.py		reuters_kmeans_elmo.py
reuters_kmeans_infersent.py		reuters_kmeans_infersent.py
reuters_kmeans_lda.py		reuters_kmeans_lda.py
reuters_kmeans_pca.py		reuters_kmeans_pca.py
reuters_kmeans_tfidf.py		reuters_kmeans_tfidf.py
reuters_result2csv.py		reuters_result2csv.py
run.sh		run.sh
run_ub_elmo.sh		run_ub_elmo.sh
run_ub_infersent.sh		run_ub_infersent.sh
seed_db.sh		seed_db.sh
text_DCN.py		text_DCN.py
text_DCN_shuffle.py		text_DCN_shuffle.py
text_IDEC.py		text_IDEC.py
text_IDEC_tmp.py		text_IDEC_tmp.py
text_cluster.py		text_cluster.py
text_seed_DCN.py		text_seed_DCN.py
tmp.py		tmp.py
tmp_ae_pretraining_yahoo.sh		tmp_ae_pretraining_yahoo.sh
tmp_ag.sh		tmp_ag.sh
tmp_db.sh		tmp_db.sh
tmp_db_shuffle.sh		tmp_db_shuffle.sh
tmp_db_shuffle2.sh		tmp_db_shuffle2.sh
tmp_db_shuffle3.sh		tmp_db_shuffle3.sh
tmp_db_shuffle4.sh		tmp_db_shuffle4.sh
tmp_yahoo.sh		tmp_yahoo.sh
ub_kmeans_elmo.py		ub_kmeans_elmo.py
ub_kmeans_infersent.py		ub_kmeans_infersent.py
utils.py		utils.py

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DeepTextClustering

To run the code, please install pytorch==0.3.1, allennlp==0.2 firstly.

./feat_extractor.sh
./infersent_feat_extractor.sh

If the code help you, please cite R. Guan, H. Zhang, Y. Liang, F. Giunchiglia, L. Huang and X. Feng, "Deep Feature-Based Text Clustering and Its Explanation," in IEEE Transactions on Knowledge and Data Engineering, doi: 10.1109/TKDE.2020.3028943.

KEAML-JLU/DeepTextClustering

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DeepTextClustering

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