Out-of-the-box universal Romanization tool uroman

U Hermjakob, J May, K Knight - Proceedings of ACL 2018, system …, 2018 - aclanthology.org
We present uroman, a tool for converting text in myriads of languages and scripts such as
Chinese, Arabic and Cyrillic into a common Latin-script representation. The tool relies on …

SAVIZ: Interactive exploration and visualization of situation labeling classifiers over crisis social media data

M Kejriwal, P Zhou - Proceedings of the 2019 IEEE/ACM International …, 2019 - dl.acm.org
Due to climate change and the effects of geopolitical and social challenges like the refugee
crisis in Europe, the world is facing an unprecedented set of humanitarian problems …

Translating a language you don't know in the Chinese room

U Hermjakob, J May, M Pust… - Proceedings of ACL 2018 …, 2018 - aclanthology.org
In a corruption of John Searle's famous AI thought experiment, the Chinese Room (Searle,
1980), we twist its original intent by enabling humans to translate text, eg from Uyghur to …

Building low-resource ner models using non-speaker annotation

T Tsygankova, F Marini, S Mayhew, D Roth - arxiv preprint arxiv …, 2020 - arxiv.org
In low-resource natural language processing (NLP), the key problems are a lack of target
language training data, and a lack of native speakers to create it. Cross-lingual methods …

Multilingual multitask joint neural information extraction

Y Lin - 2020 - ideals.illinois.edu
In the age of information overload, the ability to automatically extract useful structured
information from texts is urgently needed by a wide range of applications, such as …

A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPA's LORELEI project

VR Martinez, A Ramakrishna, MC Chiu… - 2019 8th …, 2019 - ieeexplore.ieee.org
During the course of a Humanitarian Assistance-Disaster Relief (HADR) crisis, that can
happen anywhere in the world, real-time information is often posted online by the people in …

Multitask Learning for Darpa Lorelei's Situation Frame Extraction Task

K Singla, S Narayanan - ICASSP 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
This paper describes a novel approach of multitask learning for an end-to-end optimization
technique for document classification. The application motivation comes from the need to …

Visual Exploration and Debugging of Machine Learning Classification over Social Media Data

M Kejriwal, P Zhou - Big Data and Social Media Analytics: Trending …, 2021 - Springer
Humanitarian and geopolitical crises (such as COVID-19) are frequently extra-national in
scope. Technology, including applications of natural language processing and machine …

[CARTE][B] Neural Name Tagging for Low-Resource Languages

B Zhang - 2019 - search.proquest.com
Extracting information from natural language text is one of the most challenging and long-
standing problems in the field of Natural Language Processing (NLP). Information Extraction …