| 2026 | AAAI | Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration. | Ante Wang, Yujie Lin, Jingyao Liu, Suhang Wu, Hao Liu, Xinyan Xiao, Jinsong Su |
| 2025 | AAAI | BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking. | Yuxuan Liu, Hongda Sun, Wenya Guo, Xinyan Xiao, Cunli Mao, Zhengtao Yu, Rui Yan |
| 2025 | ACL | Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study. | Yujie Lin, Ante Wang, Moye Chen, Jingyao Liu, Hao Liu, Jinsong Su, Xinyan Xiao |
| 2025 | ICCV | SEGA: A Stepwise Evolution Paradigm for Content-Aware Layout Generation with Design Prior. | Haoran Wang, Bo Zhao, Jinghui Wang, Hanzhang Wang, Huan Yang, Wei Ji, Hao Liu, Xinyan Xiao |
| 2024 | ACL | UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion. | Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao |
| 2024 | ACL | InstructEval: Instruction-Tuned Text Evaluator from Human Preference. | Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li |
| 2024 | EMNLP | Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training. | Wenbo Li, Guohao Li, Zhibin Lan, Xue Xu, Wanru Zhuang, Jiachen Liu, Xinyan Xiao, Jinsong Su |
| 2024 | ICML | Test-Time Degradation Adaptation for Open-Set Image Restoration. | Yuanbiao Gou, Haiyu Zhao, Boyun Li, Xinyan Xiao, Xi Peng |
| 2023 | AAAI | Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering. | Yao Jin, Guocheng Niu, Xinyan Xiao, Jian Zhang, Xi Peng, Jun Yu |
| 2023 | ACL | WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. | Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lyu |
| 2022 | ACL | Unified Structure Generation for Universal Information Extraction. | Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu |
| 2022 | ACL | DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. | Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu |
| 2022 | ACL | PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation. | Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang |
| 2022 | ACL | UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. | Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang |
| 2022 | ACL | Syntax-guided Contrastive Learning for Pre-trained Language Model. | Shuai Zhang, Lijie Wang, Xinyan Xiao, Hua Wu |
| 2022 | CoNLL | A Fine-grained Interpretability Evaluation Benchmark for Neural NLP. | Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao Liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang |
| 2022 | EMNLP | FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. | Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu |
| 2022 | EMNLP | Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. | Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu |
| 2021 | ACL | UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. | Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang |
| 2021 | ACL | BASS: Boosting Abstractive Summarization with Unified Semantic Graph. | Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang |
| 2021 | EMNLP | SgSum: Transforming Multi-document Summarization into Sub-graph Selection. | Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang |
| 2021 | EMNLP | Fine-grained Entity Typing via Label Reasoning. | Qing Liu, Hongyu Lin, Xinyan Xiao, Xianpei Han, Le Sun, Hua Wu |
| 2021 | EMNLP | Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. | Kun Wu, Lijie Wang, Zhenghua Li, Ao Zhang, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang |
| 2021 | IJCAI | Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching. | Bofeng Wu, Guocheng Niu, Jun Yu, Xinyan Xiao, Jian Zhang, Hua Wu |
| 2020 | ACL | Leveraging Graph to Improve Abstractive Multi-Document Summarization. | Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du |
| 2020 | ACL | SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis. | Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu |
| 2020 | ACL | Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. | Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu |
| 2020 | EMNLP | Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification. | Yunjie Ji, Hao Liu, Bolei He, Xinyan Xiao, Hua Wu, Yanhua Yu |
| 2020 | EMNLP | Syntactic and Semantic-driven Learning for Open Information Extraction. | Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu |
| 2019 | AAAI | Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling. | Dai Dai, Xinyan Xiao, Yajuan Lyu, Shan Dou, Qiaoqiao She, Haifeng Wang |
| 2019 | ACL | ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification. | Wei Jia, Dai Dai, Xinyan Xiao, Hua Wu |
| 2019 | EMNLP | Enhancing Local Feature Extraction with Global Representation for Neural Text Classification. | Guocheng Niu, Hengru Xu, Bolei He, Xinyan Xiao, Hua Wu, Sheng Gao |
| 2018 | ACL | DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. | Wei He, Kai Liu, Jing Liu, Yajuan Lyu, Shiqi Zhao, Xinyan Xiao, Yuan Liu, Yizhong Wang, Hua Wu, Qiaoqiao She, Xuan Liu, Tian Wu, Haifeng Wang |
| 2018 | ACL | Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. | Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu |
| 2018 | EMNLP | Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling. | Wei Li, Xinyan Xiao, Yajuan Lyu, Yuanzhuo Wang |
| 2018 | EMNLP | Improving Neural Abstractive Document Summarization with Structural Regularization. | Wei Li, Xinyan Xiao, Yajuan Lyu, Yuanzhuo Wang |
| 2014 | CICLING | Beam-Width Adaptation for Hierarchical Phrase-Based Translation. | Fei Su, Gang Chen, Xinyan Xiao, Kaile Su |
| 2013 | EMNLP | Max-Margin Synchronous Grammar Induction for Machine Translation. | Xinyan Xiao, Deyi Xiong |
| 2012 | ACL | A Topic Similarity Model for Hierarchical Phrase-based Translation. | Xinyan Xiao, Deyi Xiong, Min Zhang, Qun Liu, Shouxun Lin |
| 2012 | COLING | Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation. | Xinyan Xiao, Deyi Xiong, Yang Liu, Qun Liu, Shouxun Lin |
| 2011 | EMNLP | Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training. | Xinyan Xiao, Yang Liu, Qun Liu, Shouxun Lin |
| 2010 | COLING | Joint Tokenization and Translation. | Xinyan Xiao, Yang Liu, Young-Sook Hwang, Qun Liu, Shouxun Lin |
| 2009 | EMNLP | Weighted Alignment Matrices for Statistical Machine Translation. | Yang Liu, Tian Xia, Xinyan Xiao, Qun Liu |