Freda Shi

44 papers A* 10C 1Journal 25Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Very Big Video Reasoning Suite.
CoRR
Maijunxian Wang, Ruisi Wang, Juyi Lin, Ran Ji, Thaddäus Wiedemer, Qingying Gao, Dezhi Luo, Yaoyao Qian, Lianyu Huang, Zelong Hong, Jiahui Ge, Qianli Ma, Hang He, Yifan Zhou, Lingzi Guo, Lantao Mei, Jiachen Li, Hanwen Xing, Tianqi Zhao, Fengyuan Yu, Weihang Xiao, Yizheng Jiao, Jianheng Hou, Danyang Zhang, Pengcheng Xu, Boyang Zhong, Zehong Zhao, Gaoyun Fang, John Kitaoka, Yile Xu, Hua Xu, Kenton Blacutt, Tin Nguyen, Siyuan Song, Haoran Sun, Shaoyue Wen, Linyang He, Runming Wang, Yanzhi Wang, Mengyue Yang, Ziqiao Ma, Raphaël Millière, Freda Shi, Nuno Vasconcelos, Daniel Khashabi, Alan Yuille, Yilun Du, Ziming Liu, Bo Li, Dahua Lin, Ziwei Liu, Vikash Kumar, Yijiang Li, Lei Yang, Zhongang Cai, Hokin Deng
2026 J jnl
DriveLegal: Toward legally compliant driving via trustworthy hybrid retrieval-augmented LLMs.
Expert Syst. Appl.
Shucheng Huang, Chen Sun, Minghao Ning, Yufeng Yang, Changye Ma, Jiaming Zhong, Keqi Shu, Freda Shi, Amir Khajepour
2026 J jnl
DriveSOTIF: Advancing SOTIF Through Multimodal Large Language Models.
IEEE Trans. Veh. Technol.
Shucheng Huang, Freda Shi, Chen Sun, Jiaming Zhong, Minghao Ning, Yufeng Yang, Yukun Lu, Hong Wang, Amir Khajepour
2026 J jnl
From Tokens to Numbers: Continuous Number Modeling for SVG Generation.
CoRR
Michael Ogezi, Martin Bell, Freda Shi, Ethan Smith
2026 J jnl
Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages.
CoRR
Danlu Chen, Ka Sing He, Jiahe Tian, Chenghao Xiao, Zhaofeng Wu, Taylor Berg-Kirkpatrick, Freda Shi
2025 J jnl
Autonomy Matters: A Study on Personalization-Privacy Dilemma in LLM Agents.
CoRR
Zhiping Zhang, Yi Evie Zhang, Freda Shi, Tianshi Li
2025 — conf
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning.
ACL (Findings)
Yilei Tu, Andrew Xue, Freda Shi
2025 J jnl
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning.
CoRR
Yilei Tu, Andrew Xue, Freda Shi
2025 A* conf
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce.
EMNLP
Haojin Wang, Zining Zhu, Freda Shi
2025 J jnl
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce.
CoRR
Haojin Wang, Zining Zhu, Freda Shi
2025 A* conf
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities.
ICLR
Zheyuan Zhang, Fengyuan Hu, Jayjun Lee, Freda Shi, Parisa Kordjamshidi, Joyce Chai, Ziqiao Ma
2025 J jnl
DriveSOTIF: Advancing Perception SOTIF Through Multimodal Large Language Models.
CoRR
Shucheng Huang, Freda Shi, Chen Sun, Jiaming Zhong, Minghao Ning, Yufeng Yang, Yukun Lu, Hong Wang, Amir Khajepour
2025 — conf
FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes.
ACL (3)
Oscar Pang, Freda Shi
2025 — conf
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens.
EMNLP (System Demonstrations)
Hala Sheta, Eric Huang, Shuyu Wu, Ilia Alenabi, Jiajun Hong, Ryker Lin, Ruoxi Ning, Daniel Wei, Jialin Yang, Jiawei Zhou, Ziqiao Ma, Freda Shi
2025 J jnl
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens.
CoRR
Hala Sheta, Eric Huang, Shuyu Wu, Ilia Alenabi, Jiajun Hong, Ryker Lin, Ruoxi Ning, Daniel Wei, Jialin Yang, Jiawei Zhou, Ziqiao Ma, Freda Shi
2025 A* conf
Learning Language Structures Through Grounding.
AAAI
Freda Shi
2025 A* conf
LingGym: How Far Are LLMs from Thinking Like Field Linguists?
EMNLP
Changbing Yang, Franklin Ma, Freda Shi, Jian Zhu
2025 J jnl
LingGym: How Far Are LLMs from Thinking Like Field Linguists?
CoRR
Changbing Yang, Franklin Ma, Freda Shi, Jian Zhu
2025 — conf
Logical forms complement probability in understanding language model (and human) performance.
ACL (1)
Yixuan Wang, Freda Shi
2025 J jnl
Logical forms complement probability in understanding language model (and human) performance.
CoRR
Yixuan Wang, Freda Shi
2025 — conf
SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data.
ACL (1)
Michael Ogezi, Freda Shi
2025 J jnl
SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data.
CoRR
Michael Ogezi, Freda Shi
2025 J jnl
The Mechanistic Emergence of Symbol Grounding in Language Models.
CoRR
Shuyu Wu, Ziqiao Ma, Xiaoxi Luo, Yidong Huang, Josue Torres-Fonseca, Freda Shi, Joyce Chai
2024 J jnl
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities.
CoRR
Zheyuan Zhang, Fengyuan Hu, Jayjun Lee, Freda Shi, Parisa Kordjamshidi, Joyce Chai, Ziqiao Ma
2024 A* conf
Gated Slot Attention for Efficient Linear-Time Sequence Modeling.
NeurIPS
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
2024 J jnl
Gated Slot Attention for Efficient Linear-Time Sequence Modeling.
CoRR
Yu Zhang, Songlin Yang, Ruijie Zhu, Yue Zhang, Leyang Cui, Yiqiao Wang, Bolun Wang, Freda Shi, Bailin Wang, Wei Bi, Peng Zhou, Guohong Fu
2024 J jnl
Learning Language Structures through Grounding.
CoRR
Freda Shi
2024 — conf
LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP.
ACL (1)
Danlu Chen, Freda Shi, Aditi Agarwal, Jacobo Myerston, Taylor Berg-Kirkpatrick
2024 J jnl
LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP.
CoRR
Danlu Chen, Freda Shi, Aditi Agarwal, Jacobo Myerston, Taylor Berg-Kirkpatrick
2024 — conf
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing.
ACL (1)
Freda Shi, Kevin Gimpel, Karen Livescu
2024 J jnl
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing.
CoRR
Freda Shi, Kevin Gimpel, Karen Livescu
2023 C conf
Audio-Visual Neural Syntax Acquisition.
ASRU
Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang, Karen Livescu, James R. Glass
2023 J jnl
Audio-Visual Neural Syntax Acquisition.
CoRR
Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang, Karen Livescu, James R. Glass
2023 A* conf
InCoder: A Generative Model for Code Infilling and Synthesis.
ICLR
Daniel Fried, Armen Aghajanyan, Jessy Lin, Sida Wang, Eric Wallace, Freda Shi, Ruiqi Zhong, Scott Yih, Luke Zettlemoyer, Mike Lewis
2023 A* conf
Language models are multilingual chain-of-thought reasoners.
ICLR
Freda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang, Suraj Srivats, Soroush Vosoughi, Hyung Won Chung, Yi Tay, Sebastian Ruder, Denny Zhou, Dipanjan Das, Jason Wei
2023 A* conf
Large Language Models Can Be Easily Distracted by Irrelevant Context.
ICML
Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed H. Chi, Nathanael Schärli, Denny Zhou
2023 J jnl
Large Language Models Can Be Easily Distracted by Irrelevant Context.
CoRR
Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed H. Chi, Nathanael Schärli, Denny Zhou
2023 J jnl
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.
CoRR
Yue Zhang, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, Enbo Zhao, Yu Zhang, Yulong Chen, Longyue Wang, Anh Tuan Luu, Wei Bi, Freda Shi, Shuming Shi
2022 J jnl
InCoder: A Generative Model for Code Infilling and Synthesis.
CoRR
Daniel Fried, Armen Aghajanyan, Jessy Lin, Sida Wang, Eric Wallace, Freda Shi, Ruiqi Zhong, Wen-tau Yih, Luke Zettlemoyer, Mike Lewis
2022 J jnl
Language Models are Multilingual Chain-of-Thought Reasoners.
CoRR
Freda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang, Suraj Srivats, Soroush Vosoughi, Hyung Won Chung, Yi Tay, Sebastian Ruder, Denny Zhou, Dipanjan Das, Jason Wei
2022 A* conf
Natural Language to Code Translation with Execution.
EMNLP
Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, Sida I. Wang
2022 J jnl
Natural Language to Code Translation with Execution.
CoRR
Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, Sida I. Wang
2022 — conf
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing.
ACL (1)
Freda Shi, Kevin Gimpel, Karen Livescu
2021 A* conf
Grammar-Based Grounded Lexicon Learning.
NeurIPS
Jiayuan Mao, Freda Shi, Jiajun Wu, Roger Levy, Josh Tenenbaum