Nalin Kumar

5 papers · 2021–2026 · 4 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 (12)

Venues

NAACL (2) ACL (1) EMNLP (1) IJCNLP (1)

Top co-authors

Ondřej Dušek (3) Deepak Kumar (1) Subhankar Mishra (1) Mateusz Lango (1)

Research topics

Natural Language Processing (4) Resources & Methods (3) Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Application Areas (2) Applications (2) Healthcare & Medicine (1) Architectures (1) Clinical (1) Core AI (1) Generation (1) Learning Paradigms (1) Learning Types (1)

Keywords

transfer learning (2) low-resource language (2) knowledge transfer (1) data augmentation (1) task-oriented dialogue (1) language acquisition (1) language model (1) low-rank adaptation (1) parameter-efficient tuning (1) pre-trained language model (1) dialogue system (1) artificial language (1) health-related social media (1) symptom classification (1) covid-19 symptom detection (1) linguistic entrainment (1) covid-19 symptom (1) efficient training (1) monolingual adaptation (1) text classification (1)

Papers

Modular Monolingual Adaptation using Pretrained Language Models ACL 2026 Pretraining Language Models with LoRA and Artificial Languages EMNLP 2025 Thesis Proposal: Efficient Methods for Natural Language Generation/Understanding Systems IJCNLP 2025 LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems NAACL 2024 NLP@NISER: Classification of COVID19 tweets containing symptoms NAACL 2021