Mohammad Golam Sohrab

According to our database, Mohammad Golam Sohrab authored at least 15 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

KAT5: Knowledge-Aware Transfer Learning with a Text-to-Text Transfer Transformer.

Mohammad Golam Sohrab, Makoto Miwa

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

2023

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

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

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2021

Span-based Neural Model for Multilingual Flat and Nested Named Entity Recognition.

Mohammad Golam Sohrab, Md. Shoaib Bhuiyan

Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

2020

BENNERD: A Neural Named Entity Linking System for COVID-19.

Mohammad Golam Sohrab, Khoa Duong, Makoto Miwa, Goran Topic, Ikeda Masami, Hiroya Takamura

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

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

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

2019

A Generic Neural Exhaustive Approach for Entity Recognition and Sensitive Span Detection.

Mohammad Golam Sohrab, Pham Minh Thang, Makoto Miwa

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models.

Mohammad Golam Sohrab, Pham Minh Thang, Makoto Miwa, Hiroya Takamura

Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019

2018

Deep Exhaustive Model for Nested Named Entity Recognition.

Mohammad Golam Sohrab, Makoto Miwa

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

EDGE2VEC: Edge Representations for Large-Scale Scalable Hierarchical Learning.

Mohammad Golam Sohrab, Toru Nakata, Makoto Miwa, Yutaka Sasaki

Computación y Sistemas, 2017

Detection of Typical Progress Patterns of Industrial Incidents by Text Mining Technique.

Toru Nakata, Mohammad Golam Sohrab

Proceedings of the Advances in Human Error, Reliability, Resilience, and Performance, 2017

2016

IN-DEDUCTIVE and DAG-Tree Approaches for Large-Scale Extreme Multi-label Hierarchical Text Classification.

Mohammad Golam Sohrab, Makoto Miwa, Yutaka Sasaki

Polibits, 2016

2015

Centroid-Means-Embedding: An Approach to Infusing Word Embeddings into Features for Text Classification.

Mohammad Golam Sohrab, Makoto Miwa, Yutaka Sasaki

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2013

Class-indexing-based term weighting for automatic text classification.

Fuji Ren, Mohammad Golam Sohrab

Inf. Sci., 2013