| Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models Z Ma, J Sansom, R Peng, J Chai Empirical Methods in Natural Language Processing (EMNLP; Findings), 2023, 2023 | 39 | 2023 |
| Inversion-Free Image Editing with Language-Guided Diffusion Models S Xu, Y Huang, J Pan, Z Ma, J Chai Computer Vision and Pattern Recognition (CVPR), 2024, 2024 | 38* | 2024 |
| GroundHOG: Grounding Large Language Models to Holistic Segmentation Y Zhang, Z Ma, X Gao, S Shakiah, Q Gao, J Chai Computer Vision and Pattern Recognition (CVPR), 2024, 2024 | 28 | 2024 |
| CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation S Xu*, Z Ma*, Y Huang, H Lee, J Chai Neural Information Processing Systems (NeurIPS), 2023, 2023 | 28 | 2023 |
| Partition-based active learning for graph neural networks J Ma*, Z Ma*, J Chai, Q Mei Transactions on Machine Learning Research (TMLR), 2023, 2022 | 22 | 2022 |
| Towards Bidirectional Human-AI Alignment: A Systematic Review for Clarifications, Framework, and Future Directions H Shen, T Knearem, R Ghosh, K Alkiek, K Krishna, Y Liu, Z Ma, S Petridis, ... arXiv preprint arXiv:2406.09264, 2024 | 19* | 2024 |
| DANLI: Deliberative Agent for Following Natural Language Instructions Y Zhang, J Yang, J Pan, S Storks, N Devraj, Z Ma, KP Yu, Y Bao, J Chai Empirical Methods in Natural Language Processing (EMNLP), 2022, 2022 | 15 | 2022 |
| Multi-Object Hallucination in Vision-Language Models X Chen*, Z Ma*, X Zhang*, S Xu, S Qian, J Yang, DF Fouhey, J Chai Neural Information Processing Systems (NeurIPS), 2024, 2024 | 12 | 2024 |
| Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models Y Zhang*, Z Ma*, J Li*, Y Qiao*, Z Wang*, J Chai, Q Wu, M Bansal, ... Transactions on Machine Learning Research (TMLR), 2024, 2024 | 12 | 2024 |
| World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models Z Ma*, J Pan*, J Chai 🏆 Annual Meeting of the Association for Computational Linguistics (ACL), 2023, 2023 | 12 | 2023 |
| Enhancing LLM-based Autonomous Driving Agents with Embodied and Social Experiences Y Huang, J Sansom, Z Ma, F Gervits, J Chai International Conference on Intelligent Robots and Systems (IROS), 2024, 2024 | 8* | 2024 |
| Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue CP Bara, Z Ma, Y Yu, J Shah, J Chai International Joint Conference on Artificial Intelligence (IJCAI), 2023, 2023 | 6 | 2023 |
| Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents Z Ma, B VanDerPloeg, CP Bara, Y Huang, EI Kim, F Gervits, M Marge, ... Empirical Methods in Natural Language Processing (EMNLP; Findings), 2022, 2022 | 6* | 2022 |
| NLP Reproducibility For All: Understanding Experiences of Beginners S Storks, KP Yu, Z Ma, J Chai Annual Meeting of the Association for Computational Linguistics (ACL), 2023, 2023 | 3 | 2023 |
| SEAGULL: An Embodied Agent for Instruction Following through Situated Dialog Y Zhang, J Yang, K Yu, Y Dai, S Storks, Y Bao, J Pan, N Devraj, Z Ma, ... 🏆 Champion, Amazon Alexa Prize SimBot Challenge Proceedings, 2023 | 3 | 2023 |
| ICLR 2025 Workshop on Bidirectional Human-AI Alignment H Shen, Z Ma, R Ghosh, T Knearem, MX Liu, T Wu, A Monroy-Hernández, ... International Conference on Learning Representations (ICLR), 2025, 2025 | | 2025 |
| Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities Z Zhang, F Hu, J Lee, F Shi, P Kordjamshidi, J Chai, Z Ma Pluralistic Alignment Workhop @ NeurIPS 2024, 2024 | | 2024 |
| Proceedings of the 4th Workshop on Spatial Language Understanding and Grounded Communication for Robotics (SpLU-RoboNLP 2024) P Kordjamshidi, XE Wang, Y Zhang, Z Ma, M Inan Annual Meeting of the Association for Computational Linguistics (ACL), 2024, 2024 | | 2024 |
| Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations Z Ma*, Z Wang*, J Chai LLMs and Cognition Workshop (LLMCog) @ ICML 2024, 2024 | | 2024 |
Jiayi PanUniversity of California, BerkeleyVerified email at berkeley.edu
