I'm a PhD student in Computer Science at Cornell University advised by Yoav Artzi. I am broadly interested in natural language processing, multimodality, machine learning and reinforcement learning.
Prior to Cornell, I worked on speech translation at Facebook AI Research with Jiatao Gu, Changhan Wang and Juan Pino. I completed a Diplôme d'ingénieur (French engineering degree) at CentraleSupélec and an MPhil at Cambridge University, and also spent some time in the finance industry.
Publications
Google Scholar / Semantic Scholar
2024
Retrospective Learning from Interactions
Zizhao Chen, Mustafa Omer Gul, Yiwei Chen, Gloria Geng, Anne Wu, and Yoav Artzi
Preprint
pdf | website
Time Your Rewards: Learning Temporally Consistent Rewards from a Single Video Demonstration
Huaxiaoyue Wang*, William Huey*, Anne Wu, Yoav Artzi, Sanjiban Choudhury
CoRL 24’ Workshop on Whole-body Control and Bimanual Manipulation
A Surprising Failure? Multimodal LLMs and the NLVR Challenge
Anne Wu, Kianté Brantley, and Yoav Artzi
arXiv (technical report)
pdf
2023
lilGym: Natural Language Visual Reasoning with Reinforcement Learning
ACL 2023 (long paper)
pdf | website | code & data | baselines | poster
Also presented at NeurIPS 22' Language and Reinforcement Learning (LaReL)
2021
CoVoST 2 and Massively Multilingual Speech-to-Text Translation
Large-Scale Self- and Semi-Supervised Learning for Speech Translation
Changhan Wang*, Anne Wu*, Juan Pino*, Alexei Baevski, Michael Auli, and Alexis Conneau
Interspeech 2021
pdf
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation
Changhan Wang, Morgane Riviere, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Pino, and Emmanuel Dupoux
ACL 2021
pdf | data
2020
Self-supervised representations improve end-to-end speech translation
Anne Wu, Changhan Wang, Juan Pino, and Jiatao Gu
Interspeech 2020
pdf
fairseq s2t: Fast speech-to-text modeling with fairseq
Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, and Juan Pino
AACL 2020: System Demonstrations
pdf | code
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus
Changhan Wang, Juan Pino, Anne Wu, and Jiatao Gu
LREC 2020
pdf
Misc
Other things of interest: (just) natural language, humanities, games, sports.