1 code implementation • Findings of the Association for Computational Linguistics 2020 • Umanga Bista, Alexander Patrick Mathews, Aditya Krishna Menon, Lexing Xie
Most work on multi-document summarization has focused on generic summarization of information present in each individual document set.
1 code implementation • 6 Dec 2018 • Umanga Bista, Alexander Mathews, Minjeong Shin, Aditya Krishna Menon, Lexing Xie
This paper considers extractive summarisation in a comparative setting: given two or more document groups (e. g., separated by publication time), the goal is to select a small number of documents that are representative of each group, and also maximally distinguishable from other groups.
no code implementations • 17 Oct 2017 • Aditya Mogadala, Umanga Bista, Lexing Xie, Achim Rettinger
Images in the wild encapsulate rich knowledge about varied abstract concepts and cannot be sufficiently described with models built only using image-caption pairs containing selected objects.