Manjunath Hegde

4 papers · 2015–2024 · 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 (10)

Venues

EMNLP (2) ACL (1) NAACL (1)

Top co-authors

Pawan Goyal (3) Koustuv Dasgupta (3) Niloy Ganguly (3) Rajdeep Mukherjee (2) Soumya Sharma (2) Subhendu Khatuya (2) Saptarshi Ghosh (2) Afreen Shaikh (2) Akash Ghosh (1) Akash Banerjee (1)

Research topics

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

Keywords

extreme classification (2) sequence labeling (1) text classification (1) named entity recognition (1) text summarization (1) parameter-efficient learning (1) instruction tuning (1) earnings call (1) span extraction (1) automatic summarization (1) financial document (1) financial nlp (1) large language model (1) financial text processing (1) financial text mining (1) zero-shot learning (1) bullet point summary (1)

Papers

Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling NAACL 2024 Financial Numeric Extreme Labelling: A dataset and benchmarking ACL 2023 ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts EMNLP 2022 An Entity-centric Approach for Overcoming Knowledge Graph Sparsity EMNLP 2015