Sumam Francis

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Maximum Entropy

Text Classification

Named Entity Recognition

Syntactic Information

Top Venues

Publications

Sumam Francis, Marie-Francine Moens
Injecting Categorical Labels and Syntactic Information into Biomedical NER. CoRR (2023)
Sumam Francis, Kanimozhi Uma, Marie-Francine Moens
Understanding the Impact of Label Skewness and Optimization on Federated Learning for Text Classification. WWW (Companion Volume) (2023)
Sumam Francis, Marie-Francine Moens
Text Augmentations with R-drop for Classification of Tweets Self Reporting Covid-19. CoRR (2023)
Kanimozhi Uma, Sumam Francis, Marie-Francine Moens
Masking Language Model Mechanism with Event-Driven Knowledge Graphs for Temporal Relations Extraction from Clinical Narratives. COMPLEX NETWORKS (1) (2023)
Sumam Francis, Marie-Francine Moens
Investigating better context representations for generative question answering. Inf. Retr. J. 26 (1) (2023)
Sumam Francis, Marie-Francine Moens
Task-Aware Contrastive Pre-training for Spanish Named Entity Recognition in LivingNER Challenge. IberLEF@SEPLN (2022)
Sumam Francis, Marie-Francine Moens
KUL@SMM4H'22: Template Augmented Adaptive Pre-training for Tweet Classification. SMM4H@COLING (2022)
Sumam Francis, Jordy Van Landeghem, Marie-Francine Moens
Transfer Learning for Named Entity Recognition in Financial and Biomedical Documents. Inf. 10 (8) (2019)
Syed Saqib Bukhari, Sumam Francis, Cannannore Nidhi Narayana Kamath, Andreas Dengel
An Investigative Analysis of Different LSTM Libraries for Supervised and Unsupervised Architectures of OCR Training. ICFHR (2018)