Soumyajit Roy
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
large language model
(2)
ensemble learning
(1)
logical reasoning
(1)
word sense disambiguation
(1)
code generation
(1)
instruction tuning
(1)
low-resource language
(1)
lora fine-tuning
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter-efficient tuning
(1)
code translation
(1)
iterative training
(1)
instruction-tuned model
(1)
iterative self-improvement
(1)
earth mover's distance
(1)
cross-encoder model
(1)
gemma model
(1)
belief bia
(1)
ordinal regression
(1)
Papers
Ambirig at SemEval-2026 Task 5: Distributional Ordinal Modelling for Ambiguous Word Senses in Narrative Contexts
SemEval 2026
ModusPonens at SemEval-2026 Task 11: Breaking the Plausibility Trap in LLMs via Conflict-Aware Ensembling
SemEval 2026
CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2
AACL 2025