Amit Sangroya

4 papers · 2018–2025 · 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 (11) 📈 Trend Setter

Venues

IJCAI (2) AACL (1) NAACL (1)

Top co-authors

Mrinal Rawat (2) C. Anantaram (2) Kunwar Zaid (2) Jyotsana Khatri (1) Aishwarya Chhabra (1) Lovekesh Vig (1) Pratik Saini (1)

Research topics

Natural Language Processing (3) Generation (3) Knowledge & Reasoning (2) Artificial Intelligence (1) Healthcare & Medicine (1) Machine Learning (1) Application Areas (1) Applications (1) Clinical (1) Learning Paradigms (1) Reasoning (1) Representation (1) Resources & Methods (1) Understanding (1)

Keywords

domain adaptation (1) text generation (1) automatic speech recognition (1) iterative refinement (1) ontology learning (1) parameter-efficient adaptation (1) dialogue system (1) dialogue summarization (1) speech recognition error (1) table-to-text generation (1) clinical summarization (1) fact extraction (1) clinical trial summarization (1) large language model (1) opinion analysis (1) epistemic reasoning (1) structured information extraction (1) latent belief extraction (1) domain understanding (1) multilingual clinical nlp (1)

Papers

LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback NAACL 2025 Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA AACL 2025 Extracting Latent Beliefs and using Epistemic Reasoning to Tailor a Chatbot IJCAI 2018 Repairing ASR output by Artificial Development and Ontology based Learning IJCAI 2018