Hamvir Dev

2 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ACL (1) EMNLP (1)

Top co-authors

Anup Pattnaik (2) Sasanka Vutla (2) Cijo George (1) Jeevesh Nandan (1) Shivam Ratnakant Mhaskar (1)

Research topics

Deep Learning (2) Natural Language Processing (2) Applications (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Core AI (1) Core Methods (1) Generation (1) Learning Types · Machine Learning (1) Models (1)

Keywords

text classification (2) prompt engineering (1) label representation (1) retrieval augmentation (1) inference cost (1) multi-agent framework (1) error-driven learning (1) contact center (1) large language model (1) high-cardinality classification (1) multi-view label representation (1) class description refinement (1)

Papers

Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for LLM-Based Classification ACL 2026 Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation EMNLP 2025