Mohammad Golam Sohrab
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Deep exhaustive model for nested named entity recognition
MG Sohrab, M Miwa
Proceedings of the 2018 conference on empirical methods in natural language …, 2018
Class-indexing-based term weighting for automatic text classification
F Ren, MG Sohrab
Information Sciences 236, 109-125, 2013
BENNERD: A neural named entity linking system for COVID-19
MG Sohrab, K Duong, M Miwa, G Topić, I Masami, T Hiroya
Proceedings of the 2020 conference on empirical methods in natural language …, 2020
mgsohrab at wnut 2020 shared task-1: Neural exhaustive approach for entity and relation recognition over wet lab protocols
MG Sohrab, AKD Nguyen, M Miwa, H Takamura
Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020 …, 2020
Centroid-means-embedding: An approach to infusing word embeddings into features for text classification
MG Sohrab, M Miwa, Y Sasaki
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 289-300, 2015
A neural pipeline approach for the pharmaconer shared task using contextual exhaustive models
MG Sohrab, MT Pham, M Miwa, H Takamura
Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 47-55, 2019
A Generic Neural Exhaustive Approach for Entity Recognition and Sensitive Span Detection.
MG Sohrab, PM Thang, M Miwa
IberLEF@ SEPLN, 735-743, 2019
Class Indexing: The Effectiveness of Class-Space-Density in High and Low Dimensional vector space for Text Classification
MG Sohrab, F Ren
IEEE Cloud Computing and Intelligence Systems, 2012
Detection of Typical Progress Patterns of Industrial Incidents by Text Mining Technique
T Nakata, MG Sohrab
International Conference on Applied Human Factors and Ergonomics, 221-229, 2017
edge2vec: Edge Representations for Large-Scale Scalable Hierarchical Learning
MG Sohrab, N Toru, M Miwa, Y Sasaki
International Conference on Computational Linguistics and Intelligent Text …, 2017
Combined Term Weighting Scheme Using FFNN, GA, MR, Sum., & Average. for Text Classification
MG Sohrab, MA Fattah
International Journal of Scientific and Engineering Research 7 (8), 2031-2040, 2016
Customer gender prediction system on hierarchical E-commerce data
MM Khan, MG Sohrab, MA Yousuf
Beni-Suef University Journal of Basic and Applied Sciences 9, 1-12, 2020
BiomedCurator: data curation for biomedical literature
MG Sohrab, KNA Duong, I Masami, G Topić, Y Natsume-Kitatani, ...
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the …, 2022
Span-based neural model for multilingual flat and nested named entity recognition
MG Sohrab, MS Bhuiyan
2021 IEEE 10th Global Conference on Consumer Electronics (GCCE), 80-84, 2021
In-deductive and dag-tree approaches for large-scale extreme multi-label hierarchical text classification
MG Sohrab, M Miwa, Y Sasaki
Polibits, 61-70, 2016
Bert-nar-bert: A non-autoregressive pre-trained sequence-to-sequence model leveraging bert checkpoints
MG Sohrab, M Asada, M Rikters, M Miwa
IEEE Access, 2023
A Foundation of Class-Indexing and Class-Semantic-Indexing based Term Weighting Approaches for Automatic Text Classification
MG Sohrab
(No Title), 2013
Disease Network Constructor: a Pathway Extraction and Visualization
MG Sohrab, K Duong, G Topić, M Ikeda, N Nagano, Y Natsume-Kitatani, ...
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
A novel corpus of molecular to higher-order events that facilitates the understanding of the pathogenic mechanisms of idiopathic pulmonary fibrosis
N Nagano, N Tokunaga, M Ikeda, H Inoura, DA Khoa, M Miwa, ...
Scientific Reports 13 (1), 5986, 2023
Word Embedding in Large-Scale Deep Architecture Learning
MG Sohrab, M Miwa, Y Sasaki
The Association for Natural Language Processing, 625-628, 2016
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