Neha Sengupta

4 papers · 2020–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 👥 Mega-Team · Squad

Venues

ACL (2) EACL (1) EMNLP (1)

Top co-authors

Sunil Kumar Sahu (3) Samta Kamboj (2) Preslav Nakov (2) Fajri Koto (2) Haonan Li (2) Rituraj Joshi (1) Awantika Shukla (1) Parvez Mullah (1) Gokulakrishnan Ramakrishnan (1) Utkarsh Agarwal (1)

Research topics

Natural Language Processing (4) Deep Learning (3) Applications (3) Resources & Methods (3) Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Learning Types (1) Models (1) Techniques (1)

Keywords

large language model (2) multi-task learning (1) graph representation learning (1) question answering (1) language model evaluation (1) multilingual machine translation (1) document clustering (1) benchmark dataset (1) feature aggregation (1) continual pre-training (1) graph autoencoder (1) monolingual corpus (1) arabic language (1) bilingual model (1) multiple-choice question (1) pre-training strategy (1) bitext corpus (1) sequence-to-sequence transformer (1) graph neural network (1) denoising pretraining (1)

Papers

Nanda Family: Open-Weights Generative Large Language Models for Hindi EACL 2026 ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024 DENTRA: Denoising and Translation Pre-training for Multilingual Machine Translation EMNLP 2022 Autoencoding Keyword Correlation Graph for Document Clustering ACL 2020