Xiaoyan Zhu

Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models AAAI 2026 Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off AAAI 2026 Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025 KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023 AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification AAAI 2023 DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023 Building Multi-domain Dialog State Trackers from Single-domain Dialogs EMNLP 2023 CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 2022 Rethinking and Refining the Distinct Metric ACL 2022 Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022 Continual Prompt Tuning for Dialog State Tracking ACL 2022 On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark ACL 2022 Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation IJCAI 2022 EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning EMNLP 2021 JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs IJCNLP 2021 NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer IJCNLP 2021 A Semantic-based Method for Unsupervised Commonsense Question Answering IJCNLP 2021 A Semantic-based Method for Unsupervised Commonsense Question Answering ACL 2021 NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer ACL 2021 JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs ACL 2021 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021 KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020 Learning Goal-oriented Dialogue Policy with opposite Agent Awareness AACL 2020 Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020 SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020 ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020 ARAML: A Stable Adversarial Training Framework for Text Generation EMNLP 2019 ARAML: A Stable Adversarial Training Framework for Text Generation IJCNLP 2019 Long and Diverse Text Generation with Planning-based Hierarchical Variational Model IJCNLP 2019 Long and Diverse Text Generation with Planning-based Hierarchical Variational Model EMNLP 2019 An Interpretable Reasoning Network for Multi-Relation Question Answering COLING 2018 Generating Informative Responses with Controlled Sentence Function ACL 2018 An Operation Network for Abstractive Sentence Compression COLING 2018 Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation IJCAI 2018 A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018 Commonsense Knowledge Aware Conversation Generation with Graph Attention IJCAI 2018 Linguistically Regularized LSTM for Sentiment Classification ACL 2017 Product Review Summarization by Exploiting Phrase Properties COLING 2016 GAKE: Graph Aware Knowledge Embedding COLING 2016 Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016 From One Point to a Manifold: Knowledge Graph Embedding for Precise Link Prediction IJCAI 2016 TransG : A Generative Model for Knowledge Graph Embedding ACL 2016 Attention-based LSTM for Aspect-level Sentiment Classification EMNLP 2016 Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network ACL 2015 Tackling Data Sparseness in Recommendation using Social Media based Topic Hierarchy Modeling IJCAI 2015 Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network IJCNLP 2015 New Word Detection for Sentiment Analysis ACL 2014 Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency EMNLP 2014 An Introduction to String Re-Writing Kernel IJCAI 2013 Promoting Diversity in Recommendation by Entropy Regularizer IJCAI 2013 Cross-Domain Co-Extraction of Sentiment and Topic Lexicons ACL 2012 String Re-writing Kernel ACL 2012 Quality-biased Ranking of Short Texts in Microblogging Services IJCNLP 2011 K2Q: Generating Natural Language Questions from Keywords with User Refinements IJCNLP 2011 Measuring the Non-compositionality of Multiword Expressions COLING 2010 Function-Based Question Classification for General QA EMNLP 2010 Learning to Link Entities with Knowledge Base NAACL 2010 A Review Selection Approach for Accurate Feature Rating Estimation COLING 2010 A Comparative Study on Ranking and Selection Strategies for Multi-Document Summarization COLING 2010 Structure-Aware Review Mining and Summarization COLING 2010 Answering Opinion Questions with Random Walks on Graphs ACL 2009 Answering Opinion Questions with Random Walks on Graphs IJCNLP 2009 Classifying What-Type Questions by Head Noun Tagging COLING 2008 Using Conditional Random Fields to Extract Contexts and Answers of Questions from Online Forums ACL 2008