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Freda Shi

15 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

ACL ×9EMNLP ×3AAAI ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Ruoxi Ning
×2
Danlu Chen
×2
Taylor Berg-Kirkpatrick
×2
Ziqiao Ma
×2
Disen Liao
×1
Yongpeng Zhu
×1
Qingcheng Zeng
×1
Tatsuki Kuribayashi
×1
Ka Sing He
×1
Jiahe Tian
×1
Chenghao Xiao
×1
Zhaofeng Wu
×1

Papers

  1. How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them
    ACL 2026 ·
    Disen Liao
    , Freda Shi
  2. On the Effect of Hyperparameters in Language Modeling for Computational Linguistics
    ACL 2026 ·
    Ruoxi Ning
    ,
    Yongpeng Zhu
    ,
    Qingcheng Zeng
    ,
    Tatsuki Kuribayashi
    , Freda Shi
  3. Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages
    ACL 2026 ·
    Danlu Chen
    ,
    Ka Sing He
    ,
    Jiahe Tian
    ,
    Chenghao Xiao
    ,
    Zhaofeng Wu
    ,
    Taylor Berg-Kirkpatrick
    , Freda Shi
  4. Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning
    ACL 2025 ·
    Yilei Tu
    ,
    Andrew Xue
    , Freda Shi
  5. Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce
    EMNLP 2025 ·
    Haojin Wang
    ,
    Zining Zhu
    , Freda Shi
  6. Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities
    ICLR 2025 ·
    Zheyuan Zhang
    ,
    Fengyuan Hu
    ,
    Jayjun Lee
    , Freda Shi,
    Parisa Kordjamshidi
    ,
    Joyce Chai
    ,
    Ziqiao Ma
  7. FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes
    ACL 2025 ·
    Oscar Pang
    , Freda Shi
  8. From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens
    EMNLP 2025 ·
    Hala Sheta
    ,
    Eric Huang
    ,
    Shuyu Wu
    ,
    Ilia Alenabi
    ,
    Jiajun Hong
    ,
    Ryker Lin
    ,
    Ruoxi Ning
    ,
    Daniel Wei
    ,
    Jialin Yang
    ,
    Jiawei Zhou
    ,
    Ziqiao Ma
    , Freda Shi
  9. Learning Language Structures Through Grounding
    AAAI 2025 · Freda Shi
  10. LingGym: How Far Are LLMs from Thinking Like Field Linguists?
    EMNLP 2025 ·
    Changbing Yang
    ,
    Franklin Ma
    , Freda Shi,
    Jian Zhu
  11. Logical forms complement probability in understanding language model (and human) performance
    ACL 2025 ·
    Yixuan Wang
    , Freda Shi
  12. SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data
    ACL 2025 ·
    Michael Ogezi
    , Freda Shi
  13. Gated Slot Attention for Efficient Linear-Time Sequence Modeling
    NeurIPS 2024 ·
    Yu Zhang
    ,
    Songlin Yang
    ,
    Rui-Jie Zhu
    ,
    Yue Zhang
    ,
    Leyang Cui
    ,
    Yiqiao Wang
    ,
    Bolun Wang
    , Freda Shi,
    Bailin Wang
    ,
    Wei Bi
    ,
    Peng Zhou
    ,
    Guohong Fu
  14. LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP
    ACL 2024 ·
    Danlu Chen
    , Freda Shi,
    Aditi Agarwal
    ,
    Jacobo Myerston
    ,
    Taylor Berg-Kirkpatrick
  15. Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing
    ACL 2024 · Freda Shi,
    Kevin Gimpel
    ,
    Karen Livescu