Nusrat Jahan Prottasha
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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The Questioner
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Speech & Audio
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Models
(1)
Synthesis
(1)
Keywords
model compression
(2)
neural tangent kernel
(2)
few-shot learning
(1)
feature extraction
(1)
structured prediction
(1)
autoregressive generation
(1)
time series forecasting
(1)
parameter sharing
(1)
low-resource language
(1)
parameter-efficient fine-tuning
(1)
long-term prediction
(1)
task adaptation
(1)
knowledge preservation
(1)
text-to-speech synthesis
(1)
exposure bia
(1)
multilingual model
(1)
multiscale decomposition
(1)
scheduled sampling
(1)
speaker adaptation
(1)
multilingual synthesis
(1)
Papers
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting
NAACL 2025
Does Self-Attention Need Separate Weights in Transformers?
NAACL 2025
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting
ACL 2025
Predicting Through Generation: Why Generation Is Better for Prediction
ACL 2025
Propulsion: Steering LLM with Tiny Fine-Tuning
COLING 2025
Contrastive Learning for Universal Zero-Shot NLI with Cross-Lingual Sentence Embeddings
EMNLP 2023