Xinyan Xiao

Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration AAAI 2026 Unified Multimodal Models as Auto-Encoders CVPR 2026 BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking AAAI 2025 Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025 SEGA: A Stepwise Evolution Paradigm for Content-Aware Layout Generation with Design Prior ICCV 2025 AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations NeurIPS 2024 Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training EMNLP 2024 InstructEval: Instruction-Tuned Text Evaluator from Human Preference ACL 2024 Test-Time Degradation Adaptation for Open-Set Image Restoration ICML 2024 UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion ACL 2024 Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering AAAI 2023 WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning ACL 2023 A Fine-grained Interpretability Evaluation Benchmark for Neural NLP CoNLL 2022 DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training ACL 2022 FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness EMNLP 2022 PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation ACL 2022 Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022 Syntax-guided Contrastive Learning for Pre-trained Language Model ACL 2022 Unified Structure Generation for Universal Information Extraction ACL 2022 UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022 BASS: Boosting Abstractive Summarization with Unified Semantic Graph ACL 2021 Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing EMNLP 2021 Fine-grained Entity Typing via Label Reasoning EMNLP 2021 Learning with Noisy Correspondence for Cross-modal Matching NeurIPS 2021 SgSum:Transforming Multi-document Summarization into Sub-graph Selection EMNLP 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021 Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching IJCAI 2021 Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020 Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ACL 2020 Leveraging Graph to Improve Abstractive Multi-Document Summarization ACL 2020 SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020 Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020 ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification ACL 2019 Enhancing Local Feature Extraction with Global Representation for Neural Text Classification EMNLP 2019 Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling AAAI 2019 DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018 Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018 Improving Neural Abstractive Document Summarization with Structural Regularization EMNLP 2018 Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ACL 2018 Max-Margin Synchronous Grammar Induction for Machine Translation EMNLP 2013 A Topic Similarity Model for Hierarchical Phrase-based Translation ACL 2012 Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation COLING 2012 Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training EMNLP 2011 Joint Tokenization and Translation COLING 2010 Weighted Alignment Matrices for Statistical Machine Translation EMNLP 2009