Manjira Sinha
17 papers · 2012–2026 · 6 venues · across top CS/AI venues
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Achievements
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Research topics
Natural Language Processing
(8)
Machine Learning
(6)
Applications
(6)
Core Methods
(6)
Deep Learning
(5)
Architectures
(4)
Artificial Intelligence
(3)
Core AI
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Learning Types
(2)
Resources & Methods
(2)
Understanding
(2)
Interdisciplinary
(1)
Keywords
graph neural network
(3)
sequence labeling
(2)
disease outbreak
(2)
sign language
(2)
information extraction
(2)
transformer model
(2)
food safety
(2)
text classification
(1)
sentiment analysis
(1)
causal reasoning
(1)
efficient computing
(1)
clinical outcome prediction
(1)
low-resource language
(1)
deep neural network
(1)
supervised learning
(1)
semantic analysis
(1)
cluster analysis
(1)
hyperbolic embedding
(1)
random forest
(1)
contrastive alignment
(1)
Papers
A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks
EACL 2026
DisGraph-RP: Graph-Augmented Temporal Modeling with Aspect-Based Contrastive Encoding of Discharge Summary for Readmission Prediction
EACL 2026
RegNLI: Detecting Online Product Misbranding through Legal and Linguistic Alignment
EACL 2026
Benchmarking Bangla Causality: A Dataset of Implicit and Explicit Causal Sentences and Cause-Effect Relations
IJCNLP 2025
Cross-Linguistic Phonological Similarity Analysis in Sign Languages Using HamNoSys
AACL 2025
Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks
IJCNLP 2025
Predicting ICU Length of Stay for Patients using Latent Categorization of Health Conditions
NAACL 2025
Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines
NAACL 2025
EnClaim: A Style Augmented Transformer Architecture for Environmental Claim Detection
ACL 2024
Exploring Language Models to Analyze Market Demand Sentiments from News
ACL 2024
FORCE: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News
ACL 2024
Linguistically Informed Transformers for Text to American Sign Language Translation
ACL 2024
Proceedings of the First International Workshop on Language Cognition and Computational Models
COLING 2018
Cross-domain Text Classification with Multiple Domains and Disparate Label Sets
ACL 2016
Influence of Target Reader Background and Text Features on Text Readability in Bangla: A Computational Approach
COLING 2014
Modelling the Organization and Processing of Bangla Polymorphemic Words in the Mental Lexicon: A Computational Approach
COLING 2012
New Readability Measures for Bangla and Hindi Texts
COLING 2012