| 2026 | ACL | WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models. | Rui Wang, Ce Zhang, Jun-Yu Ma, Jianshu Zhang, Hongru Wang, Yi Chen, Boyang Xue, Tianqing Fang, Zhisong Zhang, Hongming Zhang, Haitao Mi, Dong Yu, Kam-Fai Wong |
| 2026 | EACL | WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms. | Zhisong Zhang, Tianqing Fang, Kaixin Ma, Wenhao Yu, Hongming Zhang, Haitao Mi, Dong Yu |
| 2025 | ACL | A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression. | Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou |
| 2025 | ACL | Low-Bit Quantization Favors Undertrained LLMs. | Xu Ouyang, Tao Ge, Thomas Hartvigsen, Zhisong Zhang, Haitao Mi, Dong Yu |
| 2025 | ACL | LoGU: Long-form Generation with Uncertainty Expressions. | Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang |
| 2025 | ACL | Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. | Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu |
| 2025 | EMNLP | WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model. | Tianqing Fang, Hongming Zhang, Zhisong Zhang, Kaixin Ma, Wenhao Yu, Haitao Mi, Dong Yu |
| 2025 | EMNLP | WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback. | Minda Hu, Tianqing Fang, Jianshu Zhang, Jun-Yu Ma, Zhisong Zhang, Jingyan Zhou, Hongming Zhang, Haitao Mi, Dong Yu, Irwin King |
| 2025 | EMNLP | Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation. | Jun-Yu Ma, Tianqing Fang, Zhisong Zhang, Hongming Zhang, Haitao Mi, Dong Yu |
| 2025 | EMNLP | UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation. | Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang |
| 2025 | IJCNLP | Atomic Calibration of LLMs in Long-Form Generations. | Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier |
| 2024 | ACL | Reasons to Reject? Aligning Language Models with Judgments. | Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi |
| 2024 | EMNLP | A Thorough Examination of Decoding Methods in the Era of LLMs. | Chufan Shi, Haoran Yang, Deng Cai, Zhisong Zhang, Yifan Wang, Yujiu Yang, Wai Lam |
| 2023 | EACL | Towards More Efficient Insertion Transformer with Fractional Positional Encoding. | Zhisong Zhang, Yizhe Zhang, Bill Dolan |
| 2023 | EMNLP | Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training. | Zhisong Zhang, Emma Strubell, Eduard H. Hovy |
| 2022 | EMNLP | Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying. | Zhisong Zhang, Emma Strubell, Eduard H. Hovy |
| 2022 | EMNLP | A Survey of Active Learning for Natural Language Processing. | Zhisong Zhang, Emma Strubell, Eduard H. Hovy |
| 2021 | EMNLP | On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling. | Zhisong Zhang, Emma Strubell, Eduard H. Hovy |
| 2021 | IJCNN | IA-CNN: A generalised interpretable convolutional neural network with attention mechanism. | Zhisong Zhang, Yaran Chen, Haoran Li, Qichao Zhang |
| 2020 | ACL | A Two-Step Approach for Implicit Event Argument Detection. | Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma, Eduard H. Hovy |
| 2020 | EMNLP | Incorporating a Local Translation Mechanism into Non-autoregressive Translation. | Xiang Kong, Zhisong Zhang, Eduard H. Hovy |
| 2020 | EMNLP | An Empirical Exploration of Local Ordering Pre-training for Structured Learning. | Zhisong Zhang, Xiang Kong, Lori S. Levin, Eduard H. Hovy |
| 2019 | ACL | Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections. | Junxian He, Zhisong Zhang, Taylor Berg-Kirkpatrick, Graham Neubig |
| 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 | 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 |
| 2018 | AAAI | Neural Character-level Dependency Parsing for Chinese. | Haonan Li, Zhisong Zhang, Yuqi Ju, Hai Zhao |
| 2018 | EMNLP | Exploring Recombination for Efficient Decoding of Neural Machine Translation. | Zhisong Zhang, Rui Wang, Masao Utiyama, Eiichiro Sumita, Hai Zhao |
| 2017 | ACL | Fast and Accurate Neural Word Segmentation for Chinese. | Deng Cai, Hai Zhao, Zhisong Zhang, Yuan Xin, Yongjian Wu, Feiyue Huang |
| 2017 | ACL | Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification. | Lianhui Qin, Zhisong Zhang, Hai Zhao, Zhiting Hu, Eric P. Xing |
| 2017 | CoNLL | A Transition-based System for Universal Dependency Parsing. | Hao Wang, Hai Zhao, Zhisong Zhang |
| 2016 | ACL | Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network. | Zhisong Zhang, Hai Zhao, Lianhui Qin |
| 2016 | COLING | Implicit Discourse Relation Recognition with Context-aware Character-enhanced Embeddings. | Lianhui Qin, Zhisong Zhang, Hai Zhao |
| 2016 | CoNLL | Shallow Discourse Parsing Using Convolutional Neural Network. | Lianhui Qin, Zhisong Zhang, Hai Zhao |
| 2016 | EMNLP | A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification. | Lianhui Qin, Zhisong Zhang, Hai Zhao |
| 2015 | PACLIC | High-order Graph-based Neural Dependency Parsing. | Zhisong Zhang, Hai Zhao |