Research

Selected Publications

P10. Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art
CC Liu, I Gurevych, Anna Korhonen
Preprint, 2024
Keywords:

P9. Early Period of Training Impacts Out-of-Distribution Generalization
CC Liu, I Gurevych
Preprint, 2024
Keywords:

P8. Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings
CC Liu, F Koto, T Baldwin, I Gurevych
In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2024.
Keywords:

P7. Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing
CC Liu, J Pfeiffer, I Vulić, I Gurevych
In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2024.
Keywords:

P6. Delving Deeper into Cross-lingual Visual Question Answering
CC Liu, J Pfeiffer, A Korhonen, I Vulić, I Gurevych
In Findings of the Association for Computational Linguistics: EACL, 2023.
Keywords:

P5. One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks
G Geigle, CC Liu, J Pfeiffer, I Gurevych
In Proceedings of the 8th Workshop on Representation Learning for NLP (RepL4NLP), 2023.
Keywords:

P4. FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes
CC Liu *, G Geigle *, R Krebs, I Gurevych
In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022.
Keywords:

P3. An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models
A Ganiev, C Chapin, A De Andrade, C Liu
In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), Industry Track, 2021.
Keywords:

P2. DENS: A dataset for multi-class emotion analysis
C Liu, M Osama, A De Andrade
In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019.
Keywords:

P1. Probabilistic Siamese Networks for Learning Representations
C Liu
Master’s thesis, University of Toronto, 2013.
Keywords:

Services

Reviewer/Program committee: EMNLP (2020, 2022), ACL (2020, 2023), EACL (2021), NAACL (2021), ACL Rolling Review (2022-), NeurIPs (2023, 2024), ICLR (2024, 2025), ICML (2024), COLM (2024), AAAI (2024), RepL4NLP@ACL (2024), WiNLP@EMNLP (2024)

S4. Toronto Women in Data Science Conference, Invited Mentor, 2019

S3. Google Go North Conference, Invited Mentor, 2017

S2. ECE Department Annual Graduate Students Conference, University of Toronto, Organizer, 2012

S1. Graduate Student Union, University of Toronto, Student Representative, 2012, 2013

Invited Talks

T4. Ontario Tech University, and University of Toronto, Invited Talk, 2024

T3. DATEXIS Lab@Berliner Hochschule für Technik, Invited Talk, 2024

T2. Toronto Women in Data Science Conference, Invited Talk, 2019

T1. Vector Institute Endless Summer School, Invited Talk, 2018