Publications
For all papers, please see my Google Scholar.
- Probabilistic Soundness Guarantees in LLM Reasoning Chains
- Weiqiu You, Anton Xue, Shreya Havaldar, Delip Rao, Helen Jin, Chris Callison-Burch, Eric Wong
- EMNLP | Nov. 2025
- [Code]
- Probabilistic Stability Guarantees for Feature Attributions
- When LRP Diverges from Leave-One-Out in Transformers
- Weiqiu You, Siqi Zeng, Yao-Hung Hubert Tsai, Makoto Yamada, Han Zhao
- BlackboxNLP @ EMNLP | Nov. 2025
- [Code]
- Sum-of-Parts: Self-Attributing Neural Networks with End-to-End Learning of Feature Groups
- The FIX Benchmark: Extracting Features Interpretable to eXperts
- Evaluating Groups of Features via Consistency, Contiguity, and Stability
- Chaehyeon Kim, Weiqiu You, Shreya Havaldar, Eric Wong
- ICLR Tiny Paper Track | May 2024
- A Pretrained Language Model for Cyber Threat Intelligence
- Youngja Park, Weiqiu You
- EMNLP Industry Track | Dec. 2023
- Causal Reasoning of Entities and Events in Procedural Texts
- Li Zhang, Hainiu Xu, Yue Yang, Shuyan Zhou, Weiqiu You, Manni Arora, Chris Callison-Burch
- EACL Findings | May 2023
- Macro-Average: Rare Types Are Important Too
- Thamme Gowda, Weiqiu You, Constantine Lignos, Jonathan May
- NAACL | Jun. 2021
- [Code]
- Hard-Coded Gaussian Attention for Neural Machine Translation
- Weiqiu You*, Simeng Sun*, Mohit Iyyer
- ACL | Jul 2020
- [Code]
Preprints
- T-FIX: Text-Based Explanations with Features Interpretable to eXperts
- Shreya Havaldar*, Helen Jin*, Chaehyeon Kim*, Anton Xue*, Weiqiu You*, Marco Gatti, Bhuvnesh Jain, Helen Qu, Daniel A Hashimoto, Amin Madani, Rajat Deo, Sameed Ahmed M. Khatana, Gary E. Weissman, Lyle Ungar, Eric Wong
- Under submission
- [Code]
- NSF-SCIFY: Mining the NSF Awards Database for Scientific Claims
- Delip Rao*, Weiqiu You*, Eric Wong, Chris Callison-Burch
- Under submission
* Equal contributions.