| 2026 | ACL | Do LLMs Catch Their Own Mistakes? A Comprehensive Benchmark for Reflective Tool Use LLMs. | Zheyuan Liu, Liqiang Xiao, Yang Li, Hyokun Yun, Lihong Li, Chao Zhang, Meng Jiang |
| 2022 | AAAI | Weakly Supervised Neural Symbolic Learning for Cognitive Tasks. | Jidong Tian, Yitian Li, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin |
| 2021 | EMNLP | Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI. | Jidong Tian, Yitian Li, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin |
| 2021 | EMNLP | End-to-End Conversational Search for Online Shopping with Utterance Transfer. | Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martnez-Gmez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin |
| 2020 | AAAI | Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning. | Liqiang Xiao, Lu Wang, Hao He, Yaohui Jin |
| 2020 | COLING | A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation. | Wenqing Chen, Jidong Tian, Liqiang Xiao, Hao He, Yaohui Jin |
| 2020 | EMNLP | Exploring Logically Dependent Multi-task Learning with Causal Inference. | Wenqing Chen, Jidong Tian, Liqiang Xiao, Hao He, Yaohui Jin |
| 2020 | EMNLP | Modeling Content Importance for Summarization with Pre-trained Language Models. | Liqiang Xiao, Lu Wang, Hao He, Yaohui Jin |
| 2018 | COLING | Learning What to Share: Leaky Multi-Task Network for Text Classification. | Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | EMNLP | MCapsNet: Capsule Network for Text with Multi-Task Learning. | Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | EMNLP | Multi-Task Label Embedding for Text Classification. | Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | IJCAI | Transformable Convolutional Neural Network for Text Classification. | Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | IJCAI | Generative Warfare Nets: Ensemble via Adversaries and Collaborators. | Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | NAACL | Gated Multi-Task Network for Text Classification. | Liqiang Xiao, Honglun Zhang, Wenqing Chen |
| 2017 | IJCAI | A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning. | Honglun Zhang, Liqiang Xiao, Yongkun Wang, Yaohui Jin |