Papers

2024

  1. Haoyue Freda Shi. 2024. Learning Language Structures through Grounding. PhD thesis, Toyota Technological Institute at Chicago.
  2. Freda Shi, Kevin Gimpel, and Karen Livescu. 2024. Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing. In ACL.

2023

  1. Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed H Chi, Nathanael Schärli, and Denny Zhou. 2023. Large language models can be easily distracted by irrelevant context. In ICML.
  2. Freda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang, Suraj Srivats, Soroush Vosoughi, Hyung Won Chung, Yi Tay, Sebastian Ruder, Denny Zhou, and others. 2023. Language models are multilingual chain-of-thought reasoners. In ICLR.
  3. Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David Cox, David Harwath, Yang Zhang, Karen Livescu, and James Glass. 2023. Audio-Visual Neural Syntax Acquisition. In ARSU.
  4. Daniel Fried, Armen Aghajanyan, Jessy Lin, Sida Wang, Eric Wallace, Freda Shi, Ruiqi Zhong, Wen-tau Yih, Luke Zettlemoyer, and Mike Lewis. 2023. InCoder: A Generative Model for Code Infilling and Synthesis. In ICLR.

2022

  1. Freda Shi, Kevin Gimpel, and Karen Livescu. 2022. Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing. In ACL.
  2. Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, and Sida I. Wang. 2022. Natural Language to Code Translation with Execution. In EMNLP.

2021

  1. Haoyue Shi, Karen Livescu, and Kevin Gimpel. 2021. Substructure Substitution: Structured Data Augmentation for NLP. In Findings of ACL.
  2. Haoyue Shi, Luke Zettlemoyer, and Sida I. Wang. 2021. Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment. In ACL.
  3. Jiayuan Mao, Freda Shi, Jiajun Wu, Roger P. Levy, and Joshua B. Tenenbaum. 2021. Grammar-Based Grounded Lexicon Learning. In NeurIPS.

2020

  1. Haoyue Shi, Karen Livescu, and Kevin Gimpel. 2020. On the Role of Supervision in Unsupervised Constituency Parsing. In EMNLP.
  2. Shubham Toshniwal, Haoyue Shi, Bowen Shi, Lingyu Gao, Karen Livescu, and Kevin Gimpel. 2020. A Cross-Task Analysis of Text Span Representations. In Proceedings of the 5th Workshop on Representation Learning for NLP.

2019

  1. Haoyue Shi, Jiayuan Mao, Kevin Gimpel, and Karen Livescu. 2019. Visually Grounded Neural Syntax Acquisition. In ACL.

2018

  1. Haoyue Shi, Jiayuan Mao, Tete Xiao, Yuning Jiang, and Jian Sun. 2018. Learning Visually-Grounded Semantics from Contrastive Adversarial Samples. In COLING.
  2. Haoyue Shi, Hao Zhou, Jiaze Chen, and Lei Li. 2018. On Tree-Based Neural Sentence Modeling. In EMNLP.