Papers by C. Anton Rytting
Arabic Data Science Toolkit: An API for Arabic Language Feature Extraction (L18-1)
Copied to clipboard
| Challenge: | Data scientists unfamiliar with Arabic or natural language processing prefer statistical methods because they are language-independent. |
| Approach: | They propose a framework for Arabic feature extraction that leverages Arabic-specific linguistic and stylistic features to enhance their systems. |
| Outcome: | The Arabic Data Science Toolkit (ADST) is a framework for Arabic language feature extraction. |
RU-ADEPT: Russian Anonymized Dataset with Eight Personality Traits (2022.lrec-1)
Copied to clipboard
C. Anton Rytting, Valerie Novak, James R. Hull, Victor M. Frank, Paul Rodrigues, Jarrett G. W. Lee, Laurel Miller-Sims
| Challenge: | Social media has provided a platform for many individuals to express themselves naturally and publicly, but most of the work in this area has focused on English and other Western European languages. |
| Approach: | They propose to use a Russian dataset to combine author trait data with social media content to find out how personality traits are manifested. |
| Outcome: | The proposed dataset is the first to associate demographic and personality trait data with Russian-language social media content and to a limited extent, the first publicly-available dataset of personality traits to author content across multiple social media platforms. |
Rapidly Piloting Real-time Linguistic Assistance for Simultaneous Interpreters with Untrained Bilingual Surrogates (2024.lrec-main)
Copied to clipboard
Alvin C. Grissom II, Jo Shoemaker, Benjamin Goldman, Ruikang Shi, Craig Stewart, C. Anton Rytting, Leah Findlater, Jordan Boyd-Graber
| Challenge: | Simultaneous interpretation is a cognitively taxing task, and even seasoned professionals benefit from real-time assistance. |
| Approach: | They propose a simultaneous interpretation task that mimics the cognitive load of interpretation with crowdworker surrogates. |
| Outcome: | The proposed task mimics the cognitive load of interpretation with crowdworker surrogates . the evaluation setup provides consistent results between expert and proxy participants . |