Sombit Bose

3 papers · 2024–2025 · 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 (13)

Venues

EMNLP (2) ACL (1)

Top co-authors

Ankan Mullick (3) Pawan Goyal (3) Niloy Ganguly (2) Rounak Saha (2) Prasenjit Dey (2) Ravi Kokku (2) Ayan Bhowmick (1) Abhilash Nandy (1) Gajula Sai Chaitanya (1) Ayan Kumar Bhowmick (1)

Research topics

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

Keywords

large language model (2) information extraction (1) text generation (1) text summarization (1) multi-label classification (1) task-oriented dialogue (1) intent detection (1) dialogue system (1) span extraction (1) pointer network (1) healthcare nlp (1) document engagement (1) persona-based summarization (1) domain-specific summarization (1) engagement metric (1) engagement optimization (1) intent span extraction (1) coarse-grained label (1) direct preference optimization (1) document summary (1)

Papers

Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025 A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024 On The Persona-based Summarization of Domain-Specific Documents ACL 2024