teaching
classes
- (Upcoming) USC CSCI 444: Natural Language Processing
- Website coming soon
- Fall 2025
- USC CSCI 544: Applied NLP
- Fall 2024
- USC CSCI 499: Language Models in NLP
- Spring 2024
- USC CSCI 499: Language Models in NLP
- Fall 2023
- USC CSCI 699: Data-Centric NLP
- Fall 2022
guest lectures
- Introduction to LLMs in Introduction to Engineering for USC Viterbi K-12 Discover Engineering
- Host Instructor: Darin Gray
- Summer 2024 / Slides
- Understanding LLMs through Language Generation for USC CSCI 544: Applied Natural Language Processing
- Introduction to Engineering for USC Viterbi K-12 Discover Engineering
- Host Instructor: Darin Gray
- Summer 2023 / Slides
- Research Overview for USC CS 697: Seminar in Computer Science Research
- Host Instructor: Maja Matarić
- Spring 2023
- What’s in a dataset? for USC CSCI 697: Seminar in Computer Science Research
- Host Instructor: Cyrus Shahabi
- Spring 2022
- Data Centric NLP for UMinnesota CSCI 8980: Intro to NLP Research
- Host Instructor: Dongyeop Kang
- Spring 2022
- Annotating Ambiguous NLI for MilaNLP: Coding Aperitivo
- Host Instructor: Dirk Hovy
- Spring 2022
- Transfer Learning for UW DATA 598: Statistical Deep Learning
- Host Instructor: Zaid Harachoui
- Spring 2021 / Slides
- Biases and Interpretability for UT-Austin CS395T: Topics in Natural Language Processing
- Host Instructor: Eunsol Choi
- Fall 2020 / Slides
- Phrase-Structure Parsing for UW CSE 447/547: Natural Language Processing
- Co-taught with Jungo Kasai. Host Instructor: Noah Smith
- Winter 2019 / Slides
- Minimum Bayes Risk decoding in UW CSE 599 D1: Advanced Topics in Natural Language Processing
- Host Instructor: Waleed Ammar
- Spring 2018
- Dependency Parsing for UW CSEP 517: Natural Language Processing
- Host Instructor: Noah Smith
- Spring 2018
- Unsupervised Learning for UW CSE 446: Machine Learning
- Host Instructor: Noah Smith
- Fall 2017 / Slides
- Dependency Parsing with the Chu-Liu-Edmonds algorithm for CMU 11-711: Algorithms for NLP.
- Co-taught with Sam Thomson. Host Instructors: Chris Dyer, Alon Lavie and Bob Frederking
- Fall 2014 / Slides
tutorials
- OAMLS: Online Asian Machine Learning School at ACML 2022.
- Slides
- Dec 9, 2022
- Transfer Learning in Natural Language Processing at NAACL 2019.
- Multilingual FrameNet at COLING 2018.
teaching assistantship
- Head TA for CMU 11-411: Undergrad NLP.
- Primary Instructors: Chris Dyer, Alon W Black, and Shomir Wilson
- Spring 2015