Umanga Bista

2 papers · 2019–2020 · 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 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (1) EMNLP (1)

Top co-authors

Lexing Xie (2) Alexander Mathews (2) Minjeong Shin (1) Aditya Krishna Menon (1) Aditya Menon (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Core Methods (2) Generation (2) Learning Types · Machine Learning (2) Deep Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

maximum mean discrepancy (2) extractive summarization (2) document summarization (1) kernel learning (1) multiple kernel learning (1) kernel two-sample testing (1) multi-document summarization (1) update summarization (1) comparative summarization (1) gradient-based optimisation (1) document summarisation (1) binary classification (1) extractive summarisation (1) gradient-based optimization (1)

Papers

SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy EMNLP 2020 Comparative Document Summarisation via Classification AAAI 2019