Robin Jia
University of Southern California
H-index: 22
North America-United States
Top articles of Robin Jia
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations | arXiv preprint arXiv:2404.01266 | Deqing Fu Ghazal Khalighinejad Ollie Liu Bhuwan Dhingra Dani Yogatama | 2024/4/1 |
Proving membership in LLM pretraining data via data watermarks | arXiv preprint arXiv:2402.10892 | Johnny Tian-Zheng Wei Ryan Yixiang Wang Robin Jia | 2024/2/16 |
Does VLN Pretraining Work with Nonsensical or Irrelevant Instructions? | arXiv preprint arXiv:2311.17280 | Wang Zhu Ishika Singh Yuan Huang Robin Jia Jesse Thomason | 2023/11/28 |
Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models | arXiv preprint arXiv:2211.15718 | Albert Xu Xiang Ren Robin Jia | 2022/11/28 |
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples | arXiv preprint arXiv:2305.07984 | Deqing Fu Ameya Godbole Robin Jia | 2023/5/13 |
Efficient End-to-End Visual Document Understanding with Rationale Distillation | arXiv preprint arXiv:2311.09612 | Wang Zhu Alekh Agarwal Mandar Joshi Robin Jia Jesse Thomason | 2023/11/16 |
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench | arXiv preprint arXiv:2305.14947 | Qinyuan Ye Harvey Yiyun Fu Xiang Ren Robin Jia | 2023/5/24 |
Do Localization Methods Actually Localize Memorized Data in LLMs? | arXiv preprint arXiv:2311.09060 | Ting-Yun Chang Jesse Thomason Robin Jia | 2023/11/15 |
Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering | arXiv preprint arXiv:2305.14901 | Wang Zhu Jesse Thomason Robin Jia | 2023/5/24 |
Estimating Large Language Model Capabilities without Labeled Test Data | arXiv preprint arXiv:2305.14802 | Harvey Yiyun Fu Qinyuan Ye Albert Xu Xiang Ren Robin Jia | 2023/5/24 |
Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Models | arXiv preprint arXiv:2310.17086 | Deqing Fu Tian-Qi Chen Robin Jia Vatsal Sharan | 2023/10/26 |
Data Curation Alone Can Stabilize In-context Learning | Ting-Yun Chang Robin Jia | 2023/7 | |
Operationalizing content moderation" accuracy''in the Digital Services Act | arXiv preprint arXiv:2305.09601 | Johnny Tian-Zheng Wei Frederike Zufall Robin Jia | 2023/5/16 |
Knowledge base question answering by case-based reasoning over subgraphs | Rajarshi Das Ameya Godbole Ankita Naik Elliot Tower Manzil Zaheer | 2022/6/28 | |
On Continual Model Refinement in Out-of-Distribution Data Streams | arXiv preprint arXiv:2205.02014 | Bill Yuchen Lin Sida Wang Xi Victoria Lin Robin Jia Lin Xiao | 2022/2 |
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems | arXiv preprint arXiv:2210.15037 | Wang Zhu Jesse Thomason Robin Jia | 2022/10/26 |
Benchmarking Long-tail Generalization with Likelihood Splits | arXiv preprint arXiv:2210.06799 | Ameya Godbole Robin Jia | 2022/10/13 |
Are Sample-Efficient NLP Models More Robust? | arXiv preprint arXiv:2210.06456 | Nelson F Liu Ananya Kumar Percy Liang Robin Jia | 2022/10/12 |
Proceedings of the First Workshop on Dynamic Adversarial Data Collection | Max Bartolo Hannah Kirk Pedro Rodriguez Katerina Margatina Tristan Thrush | 2022/7 | |
On the Robustness of Reading Comprehension Models to Entity Renaming | to appear in Proc. of NAACL 2022 | Jun Yan Yang Xiao Sagnik Mukherjee Bill Yuchen Lin Robin Jia | 2021/10/16 |
Co-Authors
