| 2026 | AAAI | MegaCoin: Enhancing Medium-Grained Color Perception for Vision-Language Models. | Ming-Chang Chiu, Shicheng Wen, Pin-Yu Chen, Xuezhe Ma |
| 2025 | ICLR | Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model. | Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy |
| 2025 | NAACL | LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems. | Nan Xu, Xuezhe Ma |
| 2024 | AAAI | MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. | Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang |
| 2024 | EMNLP | Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models. | Xu Han, Linghao Jin, Xuezhe Ma, Xiaofeng Liu |
| 2023 | ACL | Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning. | Mozhdeh Gheini, Xuezhe Ma, Jonathan May |
| 2023 | ACL | RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation. | Shuai Liu, Hyundong Cho, Marjorie Freedman, Xuezhe Ma, Jonathan May |
| 2023 | EMNLP | Challenges in Context-Aware Neural Machine Translation. | Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma |
| 2023 | EMNLP | Evaluating Large Language Models on Controlled Generation Tasks. | Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma |
| 2023 | EMNLP | Look-back Decoding for Open-Ended Text Generation. | Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma |
| 2023 | ICCV | Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification. | Ming-Chang Chiu, Pin-Yu Chen, Xuezhe Ma |
| 2023 | ICLR | Mega: Moving Average Equipped Gated Attention. | Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer |
| 2022 | EMNLP | Investigating the Benefits of Free-Form Rationales. | Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma |
| 2022 | EMNLP | Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping. | Chenghao Yang, Xuezhe Ma |
| 2022 | EMNLP | Prompt Consistency for Zero-Shot Task Generalization. | Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig |
| 2022 | ICLR | Towards a Unified View of Parameter-Efficient Transfer Learning. | Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig |
| 2021 | ACL | COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences. | Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng |
| 2021 | EMNLP | AESOP: Paraphrase Generation with Adaptive Syntactic Control. | Jiao Sun, Xuezhe Ma, Nanyun Peng |
| 2021 | ICLR | Decoupling Global and Local Representations via Invertible Generative Flows. | Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H. Hovy |
| 2021 | ICML | Examining and Combating Spurious Features under Distribution Shift. | Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig |
| 2021 | NAACL | DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation. | Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng |
| 2021 | NAACL | Personalized Response Generation via Generative Split Memory Network. | Yuwei Wu, Xuezhe Ma, Diyi Yang |
| 2020 | ACL | A Two-Step Approach for Implicit Event Argument Detection. | Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma, Eduard H. Hovy |
| 2019 | ACL | Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation. | Zhiting Hu, Haoran Shi, Bowen Tan, Wentao Wang, Zichao Yang, Tiancheng Zhao, Junxian He, Lianhui Qin, Di Wang, Xuezhe Ma, Zhengzhong Liu, Xiaodan Liang, Wanrong Zhu, Devendra Singh Sachan, Eric P. Xing |
| 2019 | ACL | Choosing Transfer Languages for Cross-Lingual Learning. | Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig |
| 2019 | ACL | An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing. | Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy |
| 2019 | CoNLL | Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages. | Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng |
| 2019 | EMNLP | FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow. | Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard H. Hovy |
| 2019 | EMNLP | Handling Syntactic Divergence in Low-resource Machine Translation. | Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig |
| 2019 | ICLR | MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders. | Xuezhe Ma, Chunting Zhou, Eduard H. Hovy |
| 2019 | NAACL | On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. | Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng |
| 2019 | NAACL | Density Matching for Bilingual Word Embedding. | Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig |
| 2018 | ACL | Stack-Pointer Networks for Dependency Parsing. | Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard H. Hovy |
| 2017 | ACL | An Interpretable Knowledge Transfer Model for Knowledge Base Completion. | Qizhe Xie, Xuezhe Ma, Zihang Dai, Eduard H. Hovy |
| 2017 | ICLR | Dropout with Expectation-linear Regularization. | Xuezhe Ma, Yingkai Gao, Zhiting Hu, Yaoliang Yu, Yuntian Deng, Eduard H. Hovy |
| 2017 | IJCNLP | Neural Probabilistic Model for Non-projective MST Parsing. | Xuezhe Ma, Eduard H. Hovy |
| 2017 | IJCNLP | STCP: Simplified-Traditional Chinese Conversion and Proofreading. | Jiarui Xu, Xuezhe Ma, Chen-Tse Tsai, Eduard H. Hovy |
| 2016 | ACL | Harnessing Deep Neural Networks with Logic Rules. | Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy, Eric P. Xing |
| 2016 | ACL | End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF. | Xuezhe Ma, Eduard H. Hovy |
| 2016 | NAACL | Unsupervised Ranking Model for Entity Coreference Resolution. | Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy |
| 2015 | EMNLP | Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing. | Xuezhe Ma, Eduard H. Hovy |
| 2014 | ACL | Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization. | Xuezhe Ma, Fei Xia |
| 2013 | ACL | Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data. | Xuezhe Ma, Fei Xia |
| 2012 | COLING | Fourth-Order Dependency Parsing. | Xuezhe Ma, Hai Zhao |