Search Results for author: Emily Chen

Found 11 papers, 2 papers with code

A Digital Corpus of St. Lawrence Island Yupik

no code implementations26 Jan 2021 Lane Schwartz, Emily Chen, Hyunji Hayley Park, Edward Jahn, Sylvia L. R. Schreiner

St. Lawrence Island Yupik (ISO 639-3: ess) is an endangered polysynthetic language in the Inuit-Yupik language family indigenous to Alaska and Chukotka.

#Election2020: The First Public Twitter Dataset on the 2020 US Presidential Election

1 code implementation1 Oct 2020 Emily Chen, Ashok Deb, Emilio Ferrara

With social media often dictating the tones and trends of politics-related discussion, it is of paramount important to be able to study online chatter, especially in the run up to important voting events, like in the case of the upcoming November 3, 2020 U. S. Presidential Election.

Social and Information Networks

Improved Finite-State Morphological Analysis for St. Lawrence Island Yupik Using Paradigm Function Morphology

no code implementations LREC 2020 Emily Chen, Hyunji Hayley Park, Lane Schwartz

In this work, we present a re-implementation of the Chen {\&} Schwartz (2018) finite-state morphological analyzer for St. Lawrence Island Yupik that incorporates new linguistic insights; in particular, in this implementation we make use of the Paradigm Function Morphology (PFM) theory of morphology.

Morphological Analysis

COVID-19: The First Public Coronavirus Twitter Dataset

6 code implementations16 Mar 2020 Emily Chen, Kristina Lerman, Emilio Ferrara

At the time of this writing, the novel coronavirus (COVID-19) pandemic outbreak has already put tremendous strain on many countries' citizens, resources and economies around the world.

Social and Information Networks Populations and Evolution

Measuring the Value of Linguistics: A Case Study from St. Lawrence Island Yupik

no code implementations ACL 2019 Emily Chen

The adaptation of neural approaches to NLP is a landmark achievement that has called into question the utility of linguistics in the development of computational systems.

Community lexical access for an endangered polysynthetic language: An electronic dictionary for St. Lawrence Island Yupik

no code implementations NAACL 2019 Benjamin Hunt, Emily Chen, Sylvia L.R. Schreiner, Lane Schwartz

If a user searches for an inflected Yupik word form, we perform a morphological analysis and return entries for the root word and for any derivational suffixes present in the word.

Morphological Analysis

An Evaluation of the Human-Interpretability of Explanation

no code implementations31 Jan 2019 Isaac Lage, Emily Chen, Jeffrey He, Menaka Narayanan, Been Kim, Sam Gershman, Finale Doshi-Velez

Recent years have seen a boom in interest in machine learning systems that can provide a human-understandable rationale for their predictions or decisions.

How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation

no code implementations2 Feb 2018 Menaka Narayanan, Emily Chen, Jeffrey He, Been Kim, Sam Gershman, Finale Doshi-Velez

Recent years have seen a boom in interest in machine learning systems that can provide a human-understandable rationale for their predictions or decisions.

Cannot find the paper you are looking for? You can Submit a new open access paper.