Xinyan Xiao
48 papers · 2009–2026 · 10 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (6) 🏃 Academic Marathon (16) 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (7)
🌍
Conference Polyglot
(10)
🏃
Academic Marathon
(16)
🌈
Renaissance Researcher
(7)
🤝
Dynamic Duo
(26)
🧬
Topic Evolution
💎
Century Club
(47)
⚡
Prolific Year
(5)
🚀
Conference Pioneer
🗃️
Keyword Collector
(208)
🔥
Unstoppable
(8)
Conferences
ACL (18)
EMNLP (15)
AAAI (4)
IJCNLP (3)
COLING (2)
NIPS (2)
CONLL (1)
ICCV (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
abstractive summarization
(5)
multimodal learning
(4)
multi-document summarization
(4)
pre-trained language model
(3)
reinforcement learning
(3)
text-to-image generation
(3)
graph neural network
(3)
sequence-to-sequence model
(3)
text generation
(3)
sentiment analysis
(3)
neural network
(3)
weakly supervised learning
(3)
diffusion model
(2)
image-text pair
(2)
multi-modal learning
(2)
representation learning
(2)
reading comprehension
(2)
named entity recognition
(2)
attention mechanism
(2)
transfer learning
(2)
Papers
Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration
AAAI 2026
Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study
ACL 2025
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking
AAAI 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
NIPS 2024
Test-Time Degradation Adaptation for Open-Set Image Restoration
ICML 2024
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion
ACL 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
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning
ACL 2023
Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering
AAAI 2023
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP
CONLL 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation
EMNLP 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
Unified Structure Generation for Universal Information Extraction
ACL 2022
Syntax-guided Contrastive Learning for Pre-trained Language Model
ACL 2022
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training
ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning
ACL 2022
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP
EMNLP 2022
Learning with Noisy Correspondence for Cross-modal Matching
NIPS 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
ACL 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph
ACL 2021
SgSum:Transforming Multi-document Summarization into Sub-graph Selection
EMNLP 2021
Fine-grained Entity Typing via Label Reasoning
EMNLP 2021
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing
EMNLP 2021
Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching
IJCAI 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
IJCNLP 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph
IJCNLP 2021
Leveraging Graph to Improve Abstractive Multi-Document Summarization
ACL 2020
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification
EMNLP 2020
Syntactic and Semantic-driven Learning for Open Information Extraction
EMNLP 2020
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer
ACL 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis
ACL 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
Enhancing Local Feature Extraction with Global Representation for Neural Text Classification
IJCNLP 2019
Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling
AAAI 2019
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
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
ACL 2018
Max-Margin Synchronous Grammar Induction for Machine Translation
EMNLP 2013
Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation
COLING 2012
A Topic Similarity Model for Hierarchical Phrase-based Translation
ACL 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