Class-indexing-based term weighting for automatic text classification. - Fuji Ren; Mohammad Golam Sohrab (Inf. Sci., 2013)

Centroid-Means-Embedding: An Approach to Infusing Word Embeddings into Features for Text Classification. - Mohammad Golam Sohrab; Makoto Miwa; Yutaka Sasaki (PAKDD (1), 2015)

IN-DEDUCTIVE and DAG-Tree Approaches for Large-Scale Extreme Multi-label Hierarchical Text Classification. - Mohammad Golam Sohrab; Makoto Miwa; Yutaka Sasaki (Polibits, 2016)

Detection of Typical Progress Patterns of Industrial Incidents by Text Mining Technique. - Toru Nakata; Mohammad Golam Sohrab (AHFE (5), 2017)

EDGE2VEC: Edge Representations for Large-Scale Scalable Hierarchical Learning. - Mohammad Golam Sohrab; Toru Nakata; Makoto Miwa; Yutaka Sasaki (Computación y Sistemas, 2017)

Deep Exhaustive Model for Nested Named Entity Recognition. - Mohammad Golam Sohrab; Makoto Miwa (EMNLP, 2018)

A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models. - Mohammad Golam Sohrab; Pham Minh Thang; Makoto Miwa; Hiroya Takamura (BioNLP-OST@EMNLP-IJNCLP, 2019)

A Generic Neural Exhaustive Approach for Entity Recognition and Sensitive Span Detection. - Mohammad Golam Sohrab; Pham Minh Thang; Makoto Miwa (IberLEF@SEPLN, 2019)

mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols. - Mohammad Golam Sohrab; Anh-Khoa Duong Nguyen; Makoto Miwa; Hiroya Takamura (W-NUT@EMNLP, 2020)

BENNERD: A Neural Named Entity Linking System for COVID-19. - Mohammad Golam Sohrab; Khoa Duong; Makoto Miwa; Goran Topic; Ikeda Masami; Hiroya Takamura (EMNLP (Demos), 2020)

Span-based Neural Model for Multilingual Flat and Nested Named Entity Recognition. - Mohammad Golam Sohrab; Md. Shoaib Bhuiyan (GCCE, 2021)

BiomedCurator: Data Curation for Biomedical Literature. - Mohammad Golam Sohrab; Khoa Duong; Ikeda Masami; Goran Topic; Yayoi Natsume-Kitatani; Masakata Kuroda; Mari Nogami Itoh; Hiroya Takamura (AACL/IJCNLP (System Demonstrations), 2022)

Disease Network Constructor: a Pathway Extraction and Visualization. - Mohammad Golam Sohrab; Khoa Duong; Goran Topic; Ikeda Masami; Nozomi Nagano; Yayoi Natsume-Kitatani; Masakata Kuroda; Mari Nogami Itoh; Hiroya Takamura (ACL (demo), 2023)

KAT5: Knowledge-Aware Transfer Learning with a Text-to-Text Transfer Transformer. - Mohammad Golam Sohrab; Makoto Miwa (ECML/PKDD (9), 2024)

BERT-NAR-BERT: A Non-Autoregressive Pre-Trained Sequence-to-Sequence Model Leveraging BERT Checkpoints. - Mohammad Golam Sohrab; Masaki Asada; Matiss Rikters; Makoto Miwa (IEEE Access, 2024)