Kaustubh Ponkshe

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 (10) 👥 Mega-Team · Civilization

Venues

ACL (2) NAACL (1)

Top co-authors

Raghav Singhal (2) Ivan Pavlov (1) David Rosenthal (1) Camille Challier (1) Mukhammadali Sayfiddinov (1) Thomas C. Schulthess (1) Alexander Miserlis Hoyle (1) Kumar Shridhar (1) Caglar Gulcehre (1) Ido Hakimi (1)

Research topics

Artificial Intelligence (3) Machine Learning (2) Natural Language Processing (2) Core AI (2) Application Areas (1) Applications (1) Core Methods (1) Generation (1) Learning Paradigms (1) Resources & Methods (1)

Keywords

large language model (2) information extraction (1) question answering (1) intent classification (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) conversational agent (1) multilingual language model (1) guided questioning (1) information collection (1) progressive questioning (1) responsible artificial intelligence (1) progressive classification (1) exact aggregation (1) data compliance (1) federated learning (1) goldfish objective (1)

Papers

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Large Language Models ACL 2025 GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025