| 2026 | ACL | Sparse Feature Coactivation Reveals Causal Semantic Modules in Large Language Models. | Ruixuan Deng, Xiaoyang Hu, Miles Gilberti, Shane Storks, Aman Taxali, Mike Angstadt, Chandra Sekhar Sripada, Joyce Chai |
| 2026 | ACL | Discovering Properties of Inflectional Morphology in Neural Emergent Communication. | Miles Gilberti, Shane Storks, Huteng Dai |
| 2026 | ACL | The Double Bind: Revisiting Preprinting and Peer Review Two Years After the Removal of the ACL Anonymity Period. | A Pranav, Shane Storks, Anne Lauscher |
| 2026 | ACL | SafetyALFRED: Evaluating Safety-Conscious Planning of Vision Language Models. | Josue Torres-Fonseca, Naihao Deng, Yinpei Dai, Shane Storks, Yichi Zhang, Rada Mihalcea, Casey Kennington, Joyce Chai |
| 2025 | EMNLP | Mind the Gap: How BabyLMs Learn Filler-Gap Dependencies. | Chi-Yun Chang, Xueyang Huang, Humaira Nasir, Shane Storks, Olawale Akingbade, Huteng Dai |
| 2025 | EMNLP | Transparent and Coherent Procedural Mistake Detection. | Shane Storks, Itamar Bar-Yossef, Yayuan Li, Zheyuan Zhang, Jason J. Corso, Joyce Chai |
| 2024 | EMNLP | Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties. | Keunwoo Peter Yu, Zheyuan Zhang, Fengyuan Hu, Shane Storks, Joyce Chai |
| 2023 | ACL | In-Context Analogical Reasoning with Pre-Trained Language Models. | Xiaoyang Hu, Shane Storks, Richard L. Lewis, Joyce Chai |
| 2023 | ACL | NLP Reproducibility For All: Understanding Experiences of Beginners. | Shane Storks, Keunwoo Peter Yu, Ziqiao Ma, Joyce Chai |
| 2023 | EMNLP | Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? | Yuwei Bao, Keunwoo Peter Yu, Yichi Zhang, Shane Storks, Itamar Bar-Yossef, Alexander De La Iglesia, Megan Su, Xiao-Lin Zheng, Joyce Chai |
| 2023 | EMNLP | From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning. | Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee, Honglak Lee, Joyce Chai |
| 2022 | EMNLP | DANLI: Deliberative Agent for Following Natural Language Instructions. | Yichi Zhang, Jianing Yang, Jiayi Pan, Shane Storks, Nikhil Devraj, Ziqiao Ma, Keunwoo Peter Yu, Yuwei Bao, Joyce Chai |
| 2021 | EMNLP | Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers. | Shane Storks, Joyce Chai |
| 2021 | EMNLP | Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding. | Shane Storks, Qiaozi Gao, Yichi Zhang, Joyce Chai |