Andrei Mircea
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Learning Types
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Models
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Applications · Data Science & Analytics
(1)
Keywords
text classification
(2)
domain adaptation
(1)
social media analysis
(1)
extractive summarization
(1)
topic modeling
(1)
hierarchical representation
(1)
real-time processing
(1)
hidden state
(1)
language model
(1)
scaling law
(1)
training dynamics
(1)
systematic generalization
(1)
scientific document
(1)
interactive visualization
(1)
social media
(1)
real-time classification
(1)
discourse structure
(1)
bert embedding
(1)
language model pretraining
(1)
loss deceleration
(1)
Papers
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning
ACL 2025
Balaur: Language Model Pretraining with Lexical Semantic Relations
EMNLP 2023
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management
EACL 2021
Discourse-Aware Unsupervised Summarization for Long Scientific Documents
EACL 2021
Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments
EMNLP 2020