Mohammad Golam Sohrab

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Named Entity Recognition

Hierarchical Text Classification

Top Venues

Publications

Mohammad Golam Sohrab, Masaki Asada, Matiss Rikters, Makoto Miwa
BERT-NAR-BERT: A Non-Autoregressive Pre-Trained Sequence-to-Sequence Model Leveraging BERT Checkpoints. IEEE Access 12 (2024)
Mohammad Golam Sohrab, Khoa Duong, Goran Topic, Ikeda Masami, Nozomi Nagano, Yayoi Natsume-Kitatani, Masakata Kuroda, Mari Nogami Itoh, Hiroya Takamura
Disease Network Constructor: a Pathway Extraction and Visualization. ACL (demo) (2023)
Mohammad Golam Sohrab, Khoa Duong, Ikeda Masami, Goran Topic, Yayoi Natsume-Kitatani, Masakata Kuroda, Mari Nogami Itoh, Hiroya Takamura
BiomedCurator: Data Curation for Biomedical Literature. AACL/IJCNLP (System Demonstrations) (2022)
Mohammad Golam Sohrab, Md. Shoaib Bhuiyan
Span-based Neural Model for Multilingual Flat and Nested Named Entity Recognition. GCCE (2021)
Mohammad Golam Sohrab, Anh-Khoa Duong Nguyen, Makoto Miwa, Hiroya Takamura
mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols. W-NUT@EMNLP (2020)
Mohammad Golam Sohrab, Khoa Duong, Makoto Miwa, Goran Topic, Ikeda Masami, Hiroya Takamura
BENNERD: A Neural Named Entity Linking System for COVID-19. EMNLP (Demos) (2020)
Mohammad Golam Sohrab, Pham Minh Thang, Makoto Miwa, Hiroya Takamura
A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models. BioNLP-OST@EMNLP-IJNCLP (2019)
Mohammad Golam Sohrab, Pham Minh Thang, Makoto Miwa
A Generic Neural Exhaustive Approach for Entity Recognition and Sensitive Span Detection. IberLEF@SEPLN (2019)
Mohammad Golam Sohrab, Makoto Miwa
Deep Exhaustive Model for Nested Named Entity Recognition. EMNLP (2018)
Toru Nakata, Mohammad Golam Sohrab
Detection of Typical Progress Patterns of Industrial Incidents by Text Mining Technique. AHFE (5) (2017)
Mohammad Golam Sohrab, Toru Nakata, Makoto Miwa, Yutaka Sasaki
EDGE2VEC: Edge Representations for Large-Scale Scalable Hierarchical Learning. Computación y Sistemas 21 (4) (2017)
Mohammad Golam Sohrab, Makoto Miwa, Yutaka Sasaki
IN-DEDUCTIVE and DAG-Tree Approaches for Large-Scale Extreme Multi-label Hierarchical Text Classification. Polibits 54 (2016)
Mohammad Golam Sohrab, Makoto Miwa, Yutaka Sasaki
Centroid-Means-Embedding: An Approach to Infusing Word Embeddings into Features for Text Classification. PAKDD (1) (2015)
Fuji Ren, Mohammad Golam Sohrab
Class-indexing-based term weighting for automatic text classification. Inf. Sci. 236 (2013)