| 2025 | ACL | Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs. | Runchu Tian, Yanghao Li, Yuepeng Fu, Siyang Deng, Qinyu Luo, Cheng Qian, Shuo Wang, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Huadong Wang, Xiaojiang Liu |
| 2025 | EMNLP | MR. Judge: Multimodal Reasoner as a Judge. | Renjie Pi, Haoping Bai, Qibin Chen, Xiaoming Simon Wang, Jiulong Shan, Xiaojiang Liu, Meng Cao |
| 2025 | ICLR | TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights. | Aiwei Liu, Haoping Bai, Zhiyun Lu, Yanchao Sun, Xiang Kong, Xiaoming Simon Wang, Jiulong Shan, Albin Madappally Jose, Xiaojiang Liu, Lijie Wen, Philip S. Yu, Meng Cao |
| 2023 | GLOBECOM | Robust Clock Skew and Offset Estimation for PTP Synchronization With Unknown Delay Distributions. | Heng Wang, Wenqiao Ma, Xiaojiang Liu |
| 2023 | VTC | A Robust and Low-Complexity Estimation Scheme for Clock Skew Without Timestamp Exchange in Wireless Sensor Networks. | Min Li, Fangshi Wang, Xiaojiang Liu, Heng Wang |
| 2022 | ACL | Learning Bias-reduced Word Embeddings Using Dictionary Definitions. | Haozhe An, Xiaojiang Liu, Donald Zhang |
| 2020 | AAAI | Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation. | Xiaocheng Feng, Yawei Sun, Bing Qin, Heng Gong, Yibo Sun, Wei Bi, Xiaojiang Liu, Ting Liu |
| 2020 | AAAI | Relevance-Promoting Language Model for Short-Text Conversation. | Xin Li, Piji Li, Wei Bi, Xiaojiang Liu, Wai Lam |
| 2020 | AAAI | Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering. | Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang |
| 2020 | ACL | Rigid Formats Controlled Text Generation. | Piji Li, Haisong Zhang, Xiaojiang Liu, Shuming Shi |
| 2020 | ACL | Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation. | Haoyu Song, Yan Wang, Weinan Zhang, Xiaojiang Liu, Ting Liu |
| 2020 | ACL | Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation. | Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang |
| 2020 | ACL | A Batch Normalized Inference Network Keeps the KL Vanishing Away. | Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Wu |
| 2020 | COLING | TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching. | Heng Gong, Yawei Sun, Xiaocheng Feng, Bing Qin, Wei Bi, Xiaojiang Liu, Ting Liu |
| 2020 | COLING | Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems. | Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang |
| 2020 | EMNLP | Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning. | Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King |
| 2020 | EMNLP | Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification. | Heng Gong, Wei Bi, Xiaocheng Feng, Bing Qin, Xiaojiang Liu, Ting Liu |
| 2020 | EMNLP | The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection. | Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Haitao Zheng, Shuming Shi |
| 2020 | EMNLP | Event Extraction as Machine Reading Comprehension. | Jian Liu, Yubo Chen, Kang Liu, Wei Bi, Xiaojiang Liu |
| 2020 | EMNLP | Profile Consistency Identification for Open-domain Dialogue Agents. | Haoyu Song, Yan Wang, Wei-Nan Zhang, Zhengyu Zhao, Ting Liu, Xiaojiang Liu |
| 2019 | AAAI | Generating Multiple Diverse Responses for Short-Text Conversation. | Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Shuming Shi |
| 2019 | AAAI | Better Fine-Tuning via Instance Weighting for Text Classification. | Zhi Wang, Wei Bi, Yan Wang, Xiaojiang Liu |
| 2019 | ACL | Fine-Grained Sentence Functions for Short-Text Conversation. | Wei Bi, Jun Gao, Xiaojiang Liu, Shuming Shi |
| 2019 | EMNLP | Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework. | Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Shuming Shi |
| 2019 | EMNLP | A Discrete CVAE for Response Generation on Short-Text Conversation. | Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Guodong Zhou, Shuming Shi |
| 2019 | EMNLP | Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance Restoration. | Zhufeng Pan, Kun Bai, Yan Wang, Lianqiang Zhou, Xiaojiang Liu |
| 2019 | NAACL | Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. | Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi |
| 2018 | ACL | Automatic Article Commenting: the Task and Dataset. | Lianhui Qin, Lemao Liu, Victoria Bi, Yan Wang, Xiaojiang Liu, Zhiting Hu, Hai Zhao, Shuming Shi |
| 2018 | EMNLP | Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method. | Yahui Liu, Wei Bi, Jun Gao, Xiaojiang Liu, Jian Yao, Shuming Shi |
| 2018 | EMNLP | Translating Math Word Problem to Expression Tree. | Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu |
| 2017 | EMNLP | Deep Neural Solver for Math Word Problems. | Yan Wang, Xiaojiang Liu, Shuming Shi |
| 2015 | EMNLP | Automatically Solving Number Word Problems by Semantic Parsing and Reasoning. | Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu, Yong Rui |
| 2010 | KDD | BioSnowball: automated population of Wikis. | Xiaojiang Liu, Zaiqing Nie, Nenghai Yu, Ji-Rong Wen |
| 2009 | WWW | StatSnowball: a statistical approach to extracting entity relationships. | Jun Zhu, Zaiqing Nie, Xiaojiang Liu, Bo Zhang, Ji-Rong Wen |