pgcool
Machine Learning, Deep Learning, Natural Language Processing, Information Extraction, Topic Modeling, Representation learning, probabilistic/generative modeling
Munich
Pinned Repositories
Cross-sentence-Relation-Extraction-iDepNN
iDocNADE
Document Informed Neural Autoregressive Topic Models
iDocNADEe
AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model with Word Embeddings). Models: DocNADE, iDocNADE, DocNADEe and iDocNADEe
Joint-Bootstrapping-Machines
Joint Bootstrapping Machines for High Confidence Relation Extraction : NAACL-HLT 2018 Long Paper.
Lifelong-Neural-Topic-Modeling
Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)
node2vec
Slot-Filling-and-Relation-Extraction
Master thesis work
textTOvec
ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"
TF-MTRNN
COLING2016: Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction
TMBP
DocNADE
pgcool's Repositories
pgcool/Joint-Bootstrapping-Machines
Joint Bootstrapping Machines for High Confidence Relation Extraction : NAACL-HLT 2018 Long Paper.
pgcool/TF-MTRNN
COLING2016: Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction
pgcool/textTOvec
ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"
pgcool/Lifelong-Neural-Topic-Modeling
Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)
pgcool/Cross-sentence-Relation-Extraction-iDepNN
pgcool/iDocNADEe
AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model with Word Embeddings). Models: DocNADE, iDocNADE, DocNADEe and iDocNADEe
pgcool/Slot-Filling-and-Relation-Extraction
Master thesis work
pgcool/TMBP
DocNADE
pgcool/iDocNADE
Document Informed Neural Autoregressive Topic Models
pgcool/node2vec
pgcool/pke
Python Keyphrase Extraction module
pgcool/sphinxtechnicalwriting
A blog about my experience using Sphinx for modern technical writing
pgcool/Technical-Reports
Master Projects
pgcool/word2vec
Automatically exported from code.google.com/p/word2vec