← Authors

Xiaoyan Zhu

64 papers · 2008–2026 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (17) πŸ—ΊοΈ Taxonomy Completionist (91) 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🌟 Keyword Trendsetter Combo (6) 🀝 Dynamic Duo (49) πŸ’Ž Century Club (62) πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ”₯ Unstoppable (16) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (191) πŸ“ˆ Trend Setter

Conferences

ACL (19) EMNLP (11) COLING (10) IJCNLP (9) IJCAI (8) AAAI (5) AACL (1) NAACL (1)

Top co-authors

Minlie Huang (49) Pei Ke (12) Fei Huang (7) Hao Zhou (6) Fangtao Li (6) Haozhe Ji (5) Qi Zhu (5) Zheng Zhang (4) Qiao Qian (4) Fan Bu (4)

Research topics

Deep Learning (1)

Keywords

text generation (7) dialogue system (7) knowledge graph (6) language model (5) neural network (5) natural language generation (5) commonsense reasoning (3) question answering (3) dialogue generation (3) instruction tuning (2) natural language processing (2) reinforcement learning (2) policy gradient (2) few-shot learning (2) knowledge base (2) maximum likelihood (2) unsupervised learning (2) transfer learning (2) masked language model (2) representation learning (2)

Papers

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