suamin
Research Engineer at natif.ai | PhD in NLP from Saarland University and DFKI | Information Extraction, Machine Learning, Text Mining, Knowledge Graphs
natif.aiSaarbrücken, Germany
Pinned Repositories
ChronoKGE
ChronoKGE - A knowledge graph embedding framework for time-focused representation learning (RepL4NLP @ ACL 2022)
awesome-kg-qaie
Awesome quickstart readings and resources for KGs with applications in QA and IE.
bert2rank
Ad-hoc Ranking with BERT (includes K-NRM) for Biomedical Question Answering
ICD-BERT
ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)
LowFER
LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)
MedDistant19
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction (COLING 2022)
MIL-RBERT
MIL-RBERT: A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction (BioNLP @ ACL 2020)
PyNemex
Approximate Entity Matching
T2NER
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition (EACL 2021)
suamin's Repositories
suamin/ICD-BERT
ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)
suamin/MIL-RBERT
MIL-RBERT: A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction (BioNLP @ ACL 2020)
suamin/MedDistant19
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction (COLING 2022)
suamin/LowFER
LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)
suamin/T2NER
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition (EACL 2021)
suamin/bert2rank
Ad-hoc Ranking with BERT (includes K-NRM) for Biomedical Question Answering
suamin/awesome-kg-qaie
Awesome quickstart readings and resources for KGs with applications in QA and IE.
suamin/PyNemex
Approximate Entity Matching
suamin/CAL
Continuous Active Learning (CAL) for Predictive Coding: A Demonstration with Enron Spam-Ham Classification.