Anastasia Volyando
@anastasiavolyando
Linguistics & AI student building Python NLP tools to compare human vs. LLM sentence understanding and meaning.
What I'm looking for
I’m a Linguistics & English Literature student focused on AI & Language, psycholinguistics, syntax, and NLP. I build Python-based linguistic analysis and experimental research projects to study syntactic ambiguity and human vs. AI language processing—especially how large language models interpret meaning, ambiguity, and sentence structure.
As a Student Researcher at Bar-Ilan University (2024–present), I’m exploring why LLMs often struggle with garden-path sentence interpretation and whether this connects to limitations in syntactic reanalysis mechanisms. I’ve also developed a Garden-Path Reading & Interpretation Simulator with interactive word-by-word tasks and SQLite-based result storage, plus a sociolinguistic marker detection tool for rule-based stylistic variation in written language. Alongside this, I’ve conducted research on morphological decoding in L2 English reading among native Chinese speakers and I’m currently working on French syntax and prosody research projects.
Experience
Work history, roles, and key accomplishments
Student Researcher - AI & Language
Bar-Ilan University
Jan 2024 - Present (2 years 5 months)
Conducting an ongoing seminar research project on why large language models struggle with garden-path sentence interpretation, comparing ambiguity resolution patterns in humans vs. LLMs. Built Python/NLP tools and experimental simulators (including an interactive garden-path reading simulator with SQLite storage) and conducted related sociolinguistic marker detection and L2 morphological decoding
Education
Degrees, certifications, and relevant coursework
Bar-Ilan University
Bachelor’s Degree, Linguistics
2024 -
Bachelor’s degree in Linguistics at Bar-Ilan University (expected 2026).
University of Michigan
Python Data Structures, Data Structures
Course: Python Data Structures via University of Michigan on Coursera (April 2026).
University of Michigan
Python for Everybody (Getting Started with Python), Python Programming
Course: Python for Everybody (Getting Started with Python) via University of Michigan on Coursera (April 2026).
University of Michigan
Using Databases with Python, Databases
Course: Using Databases with Python via University of Michigan on Coursera (May 2026).
University of Michigan
Using Python to Access Web Data, Web Data
Course: Using Python to Access Web Data via University of Michigan on Coursera (April 2026).
Availability
Location
Authorized to work in
Job categories
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