Weighted Alignment Matrices for Statistical Machine Translation. - Yang Liu 005; Tian Xia 004; Xinyan Xiao; Qun Liu 001 (EMNLP, 2009)

The ICT statistical machine translation systems for the IWSLT 2009. - Haitao Mi; Yang Liu 005; Tian Xia 004; Xinyan Xiao; Yang Feng 004; Jun Xie; Hao Xiong; Zhaopeng Tu; Daqi Zheng; Yajuan Lü; Qun Liu 001 (IWSLT, 2009)

The ICT statistical machine translation system for the IWSLT 2009. - Haitao Mi; Yang Liu 005; Tian Xia 004; Xinyan Xiao; Yang Feng 004; Jun Xie; Hao Xiong; Zhaopeng Tu; Daqi Zheng; Yanjuan Lu; Qun Liu 001 (IWSLT (Evaluation Campaign), 2009)

Joint Tokenization and Translation. - Xinyan Xiao; Yang Liu 005; Young-Sook Hwang; Qun Liu 001; Shouxun Lin (COLING, 2010)

Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training. - Xinyan Xiao; Yang Liu 005; Qun Liu 001; Shouxun Lin (EMNLP, 2011)

An Orientation Model for Hierarchical Phrase-Based Translation. - Xinyan Xiao; Jinsong Su; Yang Liu 005; Qun Liu 001; Shouxun Lin (IALP, 2011)

A Topic Similarity Model for Hierarchical Phrase-based Translation. - Xinyan Xiao; Deyi Xiong; Min Zhang 005; Qun Liu 001; Shouxun Lin (ACL (1), 2012)

Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation. - Xinyan Xiao; Deyi Xiong; Yang Liu 005; Qun Liu 001; Shouxun Lin (COLING, 2012)

Max-Margin Synchronous Grammar Induction for Machine Translation. - Xinyan Xiao; Deyi Xiong (EMNLP, 2013)

Beam-Width Adaptation for Hierarchical Phrase-Based Translation. - Fei Su; Gang Chen; Xinyan Xiao; Kaile Su (CICLing (2), 2014)

Topic-Based Dissimilarity and Sensitivity Models for Translation Rule Selection. - Min Zhang 005; Xinyan Xiao; Deyi Xiong; Qun Liu 001 (J. Artif. Intell. Res., 2014)

Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN. - Liang Wang 046; Sujian Li; Xinyan Xiao; Yajuan Lyu (NLPCC/ICCPOL, 2016)

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. - Wei He 014; Kai Liu 023; Yajuan Lyu; Shiqi Zhao; Xinyan Xiao; Yuan Liu; Yizhong Wang; Hua Wu 003; Qiaoqiao She; Xuan Liu; Tian Wu; Haifeng Wang 001 (CoRR, 2017)

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. - Wei He 014; Kai Liu 023; Jing Liu 022; Yajuan Lyu; Shiqi Zhao; Xinyan Xiao; Yuan Liu; Yizhong Wang; Hua Wu 003; Qiaoqiao She; Xuan Liu; Tian Wu; et al. (QA@ACL, 2018)

Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. - Zhen Wang; Jiachen Liu; Xinyan Xiao; Yajuan Lyu; Tian Wu (ACL (1), 2018)

Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling. - Wei Li 176; Xinyan Xiao; Yajuan Lyu; Yuanzhuo Wang (EMNLP, 2018)

Improving Neural Abstractive Document Summarization with Structural Regularization. - Wei Li 176; Xinyan Xiao; Yajuan Lyu; Yuanzhuo Wang (EMNLP, 2018)

Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling. - Dai Dai; Xinyan Xiao; Yajuan Lyu; Shan Dou; Qiaoqiao She; Haifeng Wang 001 (AAAI, 2019)

ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification. - Wei Jia; Dai Dai; Xinyan Xiao; Hua Wu 003 (ACL (1), 2019)

Enhancing Local Feature Extraction with Global Representation for Neural Text Classification. - Guocheng Niu; Hengru Xu; Bolei He; Xinyan Xiao; Hua Wu 003; Sheng Gao (EMNLP/IJCNLP (1), 2019)

Leveraging Graph to Improve Abstractive Multi-Document Summarization. - Wei Li 176; Xinyan Xiao; Jiachen Liu; Hua Wu 003; Haifeng Wang 001; Junping Du 001 (ACL, 2020)

SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis. - Hao Tian 005; Can Gao; Xinyan Xiao; Hao Liu 026; Bolei He; Hua Wu 003; Haifeng Wang 001; Feng Wu 001 (ACL, 2020)

Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. - Chulun Zhou; Liangyu Chen; Jiachen Liu; Xinyan Xiao; Jinsong Su; Sheng Guo; Hua Wu 003 (ACL, 2020)

Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification. - Yunjie Ji; Hao Liu 026; Bolei He; Xinyan Xiao; Hua Wu 003; Yanhua Yu (EMNLP (1), 2020)

Syntactic and Semantic-driven Learning for Open Information Extraction. - Jialong Tang; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Xinyan Xiao; Hua Wu 003 (EMNLP (Findings), 2020)

A Practical Chinese Dependency Parser Based on A Large-scale Dataset. - Shuai Zhang; Lijie Wang; Ke Sun; Xinyan Xiao (CoRR, 2020)

UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. - Wei Li 176; Can Gao; Guocheng Niu; Xinyan Xiao; Hao Liu 026; Jiachen Liu; Hua Wu 003; Haifeng Wang 001 (ACL/IJCNLP (1), 2021)

BASS: Boosting Abstractive Summarization with Unified Semantic Graph. - Wenhao Wu; Wei Li 176; Xinyan Xiao; Jiachen Liu; Ziqiang Cao; Sujian Li; Hua Wu 003; Haifeng Wang 001 (ACL/IJCNLP (1), 2021)

From Learning-to-Match to Learning-to-Discriminate: Global Prototype Learning for Few-shot Relation Classification. - Fangchao Liu; Xinyan Xiao; Lingyong Yan; Hongyu Lin; Xianpei Han; Dai Dai; Hua Wu 003; Le Sun 001 (CCL, 2021)

SgSum: Transforming Multi-document Summarization into Sub-graph Selection. - Moye Chen; Wei Li 176; Jiachen Liu; Xinyan Xiao; Hua Wu 003; Haifeng Wang 001 (EMNLP (1), 2021)

Fine-grained Entity Typing via Label Reasoning. - Qing Liu; Hongyu Lin; Xinyan Xiao; Xianpei Han; Le Sun 001; Hua Wu 003 (EMNLP (1), 2021)

Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. - Kun Wu 009; Lijie Wang; Zhenghua Li; Ao Zhang; Xinyan Xiao; Hua Wu 003; Min Zhang 005; Haifeng Wang 001 (EMNLP (1), 2021)

Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching. - Bofeng Wu; Guocheng Niu; Jun Yu 002; Xinyan Xiao; Jian Zhang 026; Hua Wu 003 (IJCAI, 2021)

Learning with Noisy Correspondence for Cross-modal Matching. - Zhenyu Huang 005; Guocheng Niu; Xiao Liu 040; Wenbiao Ding; Xinyan Xiao; Hua Wu 003; Xi Peng 001 (NeurIPS, 2021)

A Sentiment Analysis Dataset for Trustworthiness Evaluation. - Lijie Wang; Hao Liu 026; Shuyuan Peng; Hongxuan Tang; Xinyan Xiao; Ying Chen 011; Hua Wu 003 (CoRR, 2021)

A Multimodal Sentiment Dataset for Video Recommendation. - Hongxuan Tang; Hao Liu 026; Xinyan Xiao; Hua Wu 003 (CoRR, 2021)

Unified Structure Generation for Universal Information Extraction. - Yaojie Lu 001; Qing Liu; Dai Dai; Xinyan Xiao; Hongyu Lin; Xianpei Han; Le Sun 001; Hua Wu 003 (ACL (1), 2022)

PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation. - Zhe Hu; Hou Pong Chan; Jiachen Liu; Xinyan Xiao; Hua Wu 003; Lifu Huang (ACL (1), 2022)

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. - Luyang Huang; Guocheng Niu; Jiachen Liu; Xinyan Xiao; Hua Wu 003 (ACL (Findings), 2022)

UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. - Wei Li 176; Can Gao; Guocheng Niu; Xinyan Xiao; Hao Liu 026; Jiachen Liu; Hua Wu 003; Haifeng Wang 001 (ACL (Findings), 2022)

Syntax-guided Contrastive Learning for Pre-trained Language Model. - Shuai Zhang; Lijie Wang; Xinyan Xiao; Hua Wu 003 (ACL (Findings), 2022)

A Fine-grained Interpretability Evaluation Benchmark for Neural NLP. - Lijie Wang; Yaozong Shen; Shuyuan Peng; Shuai Zhang; Xinyan Xiao; Hao Liu 026; Hongxuan Tang; Ying Chen 011; Hua Wu 003; Haifeng Wang 001 (CoNLL, 2022)

FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. - Wenhao Wu; Wei Li 176; Jiachen Liu; Xinyan Xiao; Ziqiang Cao; Sujian Li; Hua Wu 003 (EMNLP (Findings), 2022)

Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. - Wenhao Wu; Wei Li 176; Jiachen Liu; Xinyan Xiao; Sujian Li; Yajuan Lyu (EMNLP, 2022)

Faster and Better Grammar-Based Text-to-SQL Parsing via Clause-Level Parallel Decoding and Alignment Loss. - Kun Wu 009; Lijie Wang; Zhenghua Li; Xinyan Xiao (NLPCC (2), 2022)

Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods. - Wei Li 176; Wenhao Wu; Moye Chen; Jiachen Liu; Xinyan Xiao; Hua Wu 003 (CoRR, 2022)

An Interpretability Evaluation Benchmark for Pre-trained Language Models. - Yaozong Shen; Lijie Wang; Ying Chen 011; Xinyan Xiao; Jing Liu 022; Hua Wu 003 (CoRR, 2022)

SeSQL: Yet Another Large-scale Session-level Chinese Text-to-SQL Dataset. - Saihao Huang; Lijie Wang; Zhenghua Li; Zeyang Liu; Chenhui Dou; Fukang Yan; Xinyan Xiao; Hua Wu 003; Min Zhang 005 (CoRR, 2022)

UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance. - Wei Li 176; Xue Xu; Xinyan Xiao; Jiachen Liu; Hu Yang; Guohao Li 002; Zhanpeng Wang; Zhifan Feng; Qiaoqiao She; Yajuan Lyu; Hua Wu 003 (CoRR, 2022)

WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. - Wenhao Wu; Wei Li 176; Xinyan Xiao; Jiachen Liu; Sujian Li; Yajuan Lv (CoRR, 2022)

Towards Knowledge-Aware Video Captioning via Transitive Visual Relationship Detection. - Bofeng Wu; Guocheng Niu; Jun Yu 002; Xinyan Xiao; Jian Zhang 026; Hua Wu 003 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering. - Yao Jin; Guocheng Niu; Xinyan Xiao; Jian Zhang 026; Xi Peng; Jun Yu 002 (AAAI, 2023)

WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. - Wenhao Wu; Wei Li 176; Xinyan Xiao; Jiachen Liu; Sujian Li; Yajuan Lyu (ACL (1), 2023)

SeSQL: A High-Quality Large-Scale Session-Level Chinese Text-to-SQL Dataset. - Saihao Huang; Lijie Wang; Zhenghua Li; Zeyang Liu; Chenhui Dou; Fukang Yan; Xinyan Xiao; Hua Wu 003; Min Zhang 005 (NLPCC (1), 2023)

UNIMO-3: Multi-granularity Interaction for Vision-Language Representation Learning. - Hao Yang; Can Gao; Hao Liu 026; Xinyan Xiao; Yanyan Zhao; Bing Qin 001 (CoRR, 2023)

Exploiting Diffusion Priors for All-in-One Image Restoration. - Yuanbiao Gou; Haiyu Zhao; Boyun Li; Xinyan Xiao; Xi Peng 001 (CoRR, 2023)

FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning. - Zhibin Lan; Wei Li 176; Jinsong Su; Xinyan Xiao; Jiachen Liu; Wenhao Wu; Yajuan Lyu (J. Artif. Intell. Res., 2023)

Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward. - Zhe Hu; Zhiwei Cao; Hou Pong Chan; Jiachen Liu; Xinyan Xiao; Jinsong Su; Hua Wu 003 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion. - Wei Li; Xue Xu; Jiachen Liu; Xinyan Xiao (ACL (1), 2024)

InstructEval: Instruction-Tuned Text Evaluator from Human Preference. - Wenhao Wu; Wei Li 176; Xinyan Xiao; Jiachen Liu; Sujian Li (ACL (Findings), 2024)

Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training. - Wenbo Li; Guohao Li 002; Zhibin Lan; Xue Xu; Wanru Zhuang; Jiachen Liu; Xinyan Xiao; Jinsong Su (EMNLP, 2024)

Test-Time Degradation Adaptation for Open-Set Image Restoration. - Yuanbiao Gou; Haiyu Zhao; Boyun Li; Xinyan Xiao; Xi Peng 001 (ICML, 2024)

AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations. - Haiyu Zhao; Lei Tian; Xinyan Xiao; Peng Hu; Yuanbiao Gou; Xi Peng (NeurIPS, 2024)

HiCAST: Highly Customized Arbitrary Style Transfer with Adapter Enhanced Diffusion Models. - Hanzhang Wang; Haoran Wang 004; Jinze Yang; Zhongrui Yu; Zeke Xie; Lei Tian; Xinyan Xiao; Junjun Jiang; Xianming Liu; Mingming Sun 001 (CoRR, 2024)

UniVG: Towards UNIfied-modal Video Generation. - Ludan Ruan; Lei Tian; Chuanwei Huang; Xu Zhang; Xinyan Xiao (CoRR, 2024)

UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion. - Wei Li 176; Xue Xu; Jiachen Liu; Xinyan Xiao (CoRR, 2024)

S2AG-Vid: Enhancing Multi-Motion Alignment in Video Diffusion Models via Spatial and Syntactic Attention-Based Guidance. - Yuanhang Li; Qi Mao 002; Lan Chen; Zhen Fang; Lei Tian; Xinyan Xiao; Libiao Jin; Hua Wu 003 (CoRR, 2024)

MonoFormer: One Transformer for Both Diffusion and Autoregression. - Chuyang Zhao; Yuxing Song; Wenhao Wang; Haocheng Feng; Errui Ding; Yifan Sun 003; Xinyan Xiao; Jingdong Wang 001 (CoRR, 2024)

Learning with Noisy Correspondence. - Zhenyu Huang 005; Peng Hu 002; Guocheng Niu; Xinyan Xiao; Jiancheng Lv 001; Xi Peng 001 (Int. J. Comput. Vis., 2024)

BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking. - Yuxuan Liu 009; Hongda Sun 001; Wenya Guo; Xinyan Xiao; Cunli Mao; Zhengtao Yu 001; Rui Yan 001 (AAAI, 2025)

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 (ACL (Findings), 2025)

Noise-Robust Vision-Language Pre-Training With Positive-Negative Learning. - Zhenyu Huang 005; Mouxing Yang; Xinyan Xiao; Peng Hu 002; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

UGen: Unified Autoregressive Multimodal Model with Progressive Vocabulary Learning. - Hongxuan Tang; Hao Liu; Xinyan Xiao (CoRR, 2025)

A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone. - Jitai Hao; Qiang Huang; Hao Liu; Xinyan Xiao; Zhaochun Ren; Jun Yu (CoRR, 2025)

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 (CoRR, 2025)