Yangqiu Song

发表

Maximum-Likelihood Augmented Discrete Generative Adversarial Networks pdf

Yoshua Bengio, Yangqiu Song, Wenjie Li, 2017, ArXiv.

KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks

Jiawei Han, Haoran Li, Chenguang Wang, 2015, 2015 IEEE International Conference on Data Mining.

Short Text Conceptualization Using a Probabilistic Knowledgebase

Haixun Wang, Zhongyuan Wang, Weizhu Chen, 2011, IJCAI.

Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks

Dik Lun Lee, Yangqiu Song, Huan Zhao, 2017, KDD.

MetaGAN: An Adversarial Approach to Few-Shot Learning

Yoshua Bengio, Zoubin Ghahramani, Yangqiu Song, 2018, NeurIPS.

On-line evolutionary exponential family mixture

Yangqiu Song, Changshui Zhang, Jianwen Zhang, 2009, IJCAI 2009.

On Dataless Hierarchical Text Classification

Dan Roth, Yangqiu Song, Yangqiu Song, 2014, AAAI.

PSC : Parallel Spectral Clustering

Chih-Jen Lin, Yangqiu Song, E. Chang, 2008 .

A unified framework for semi-supervised dimensionality reduction

Feiping Nie, Shiming Xiang, Changshui Zhang, 2008, Pattern Recognit..

Extracting the optimal dimensionality for local tensor discriminant analysis

Feiping Nie, Shiming Xiang, Changshui Zhang, 2009, Pattern Recognit..

Semi-supervised sub-manifold discriminant analysis

Feiping Nie, Changshui Zhang, Yangqiu Song, 2008, Pattern Recognit. Lett..

Cross-Lingual Dataless Classification for Many Languages

Dan Roth, Haoruo Peng, Shyam Upadhyay, 2016, IJCAI.

Transfer Learning for Detecting Question Similarity between Stack Overflow Posts by Victor Wing-chuen KWAN

Yangqiu Song, Sunghun Kim, 2018 .

Semiparametric preference learning

Yangqiu Song, D. Yeung, Yi Zhen, 2014, Tsinghua Science and Technology.

C OG C OMP NLP : Your Swiss Army Knife for NLP

Christos E. Christodoulopoulos, Yangqiu Song, D. Roth, 2018 .

Classification with Heterogeneous Information Network Kernels

Yangqiu Song, Jiawei Han, Chenguang Wang, 2016 .

Incorporating Structured World Knowledge into Unstructured Documents via Heterogeneous Information Networks

Yangqiu Song, 2016 .

A Neural Network-Based Method for Brain Abnormality Detection in MR Images Using Zernike Moments and Geometric Moments

Yangqiu Song, Changshui Zhang, Shiming Xiang, 2016 .

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Dan Roth, Yangqiu Song, Daniel Khashabi, 2020, IJCAI.

Module s 1 , q k s 2 , q k s T , q k Hierarchical

Yangqiu Song, Ming Zhang, Yichun Yin, 2017 .

CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations

Yangqiu Song, Wilfred Ng, Changlong Yu, 2020, FINDINGS.

Scaling Up Machine Learning: Large-Scale Spectral Clustering with Map Reduce and MPI

Edward Y. Chang, Chih-Jen Lin, Wen-Yen Chen, 2011 .

Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting

Yangqiu Song, Ying Su, Hongming Zhang, 2022, ACL.

Weakly Supervised Text Classification using Supervision Signals from a Language Model

Xiang Li, Xiang Li, Yangqiu Song, 2022, NAACL-HLT.

Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization

Yangqiu Song, Tianqing Fang, Mutian He, 2022, ArXiv.

Boosting Graph Structure Learning with Dummy Nodes

Yangqiu Song, Xin Jiang, Xin Liu, 2022, ICML.

You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas

Yangqiu Song, Haoran Li, Lixin Fan, 2022, NAACL.

Constrained Coclustering for Textual Documents

Furu Wei, Shimei Pan, Michelle X. Zhou, 2010, AAAI Conference on Artificial Intelligence.

A Supervised Method to Chart Multiple Manifolds

Yangqiu Song, Dan Zhang, Qifeng Qiao, 2007 .

Isanette: A Common and Common Sense Knowledge Base for Opinion Mining

Haixun Wang, Erik Cambria, Amir Hussain, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

Multilingual Word Sense Disambiguation with Unified Sense Representation

Yangqiu Song, Ying Su, Hongming Zhang, 2022, COLING.

PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population

Ginny Y. Wong, Yangqiu Song, S. See, 2022, EMNLP.

MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation

Yangqiu Song, T. Zhang, Zihao Wang, 2022, EMNLP.

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm

Yangqiu Song, D. Roth, Yoav Goldberg, 2022, FINDINGS.

SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller

Ginny Y. Wong, Yangqiu Song, Hongming Zhang, 2022, ArXiv.

PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English

Yangqiu Song, Hongming Zhang, Xinran Zhao, 2022, LREC.

Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks

Yangqiu Song, Chenguang Wang, Haoran Li, 2018, Data Mining and Knowledge Discovery.

FedAssistant: Dialog Agents with Two-side Modeling

Yangqiu Song, Haoran Li, Yilun Jin, 2022 .

FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense

Yangqiu Song, Xin Liu, Jiaxin Bai, 2022, 2211.08316.

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification

Yangqiu Song, Xin Liu, Jiefu Ou, 2020, International Joint Conference on Artificial Intelligence.

Transitive Transfer Learning

Qiang Yang, Yangqiu Song, Ben Tan, 2015, KDD.

Tracking Idea Flows between Social Groups pdf

Xiting Wang, Yangqiu Song, Shixia Liu, 2015, AAAI.

WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge pdf

Hongming Zhang, Xinran Zhao, Yangqiu Song, 2020, ACL.

Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning

Dan Zhang, Changshui Zhang, Zhenwei Shi, 2007, ACCV.

Heterogeneous Translated Hashing

Qiang Yang, Ying Wei, Yi Zhen, 2016, ACM Trans. Knowl. Discov. Data.

Automatic Taxonomy Construction from Keywords via Scalable Bayesian Rose Trees

Haixun Wang, Yangqiu Song, Shixia Liu, 2015, IEEE Transactions on Knowledge and Data Engineering.

Scalable heterogeneous translated hashing

Qiang Yang, Ying Wei, Yi Zhen, 2014, KDD.

Automatic taxonomy construction from keywords

Haixun Wang, Yangqiu Song, Shixia Liu, 2012, KDD.

Parallel Spectral Clustering in Distributed Systems

Edward Y. Chang, Chih-Jen Lin, Wen-Yen Chen, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities pdf

Yangqiu Song, Haojie Pan, Jiefu Ou, 2021, Artif. Intell..

DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge

Yangqiu Song, Hongming Zhang, Tianqing Fang, 2021, WWW.

Find truth in the hands of the few: acquiring specific knowledge with crowdsourcing

Hailong Sun, Yangqiu Song, Yili Fang, 2020, Frontiers of Computer Science.

ASER: A Large-scale Eventuality Knowledge Graph

Xin Liu, Cane Wing-ki Leung, Hongming Zhang, 2019, WWW.

Machine Learning with World Knowledge: The Position and Survey pdf

Dan Roth, Yangqiu Song, Yangqiu Song, 2017, ArXiv.

World Knowledge as Indirect Supervision for Document Clustering

Jiawei Han, Dan Roth, Chenguang Wang, 2016, ACM Trans. Knowl. Discov. Data.

Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition

Hailong Sun, Yangqiu Song, Xudong Liu, 2016, IJCAI.

Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks

Dan Roth, Yangqiu Song, Ming Zhang, 2015, KDD.

Transfer Understanding from Head Queries to Tail Queries

Haixun Wang, Shusen Wang, Yangqiu Song, 2014, CIKM.

Semantic Multidimensional Scaling for Open-Domain Sentiment Analysis

Haixun Wang, Erik Cambria, Newton Howard, 2014, IEEE Intelligent Systems.

Identifying users' topical tasks in web search

Haixun Wang, Xiaofang Zhou, Yangqiu Song, 2013, WSDM.

Entity Disambiguation based on a Probabilistic Taxonomy

Takahiro Hara, Shojiro Nishio, Haixun Wang, 2011 .

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks

Philip S. Yu, Rajiv Ranjan, Lifang He, 2021, ACM Trans. Knowl. Discov. Data.

Microblog sentiment classification with heterogeneous sentiment knowledge

Fangzhao Wu, Yongfeng Huang, Yangqiu Song, 2016, Inf. Sci..

Knowledge Transfer on Hybrid Graph

Changshui Zhang, Zheng Wang, Yangqiu Song, 2009, IJCAI.

Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images

Fei Wang, Dan Zhang, Shiming Xiang, 2009, Pattern Analysis and Applications.

Active model selection for Graph-Based Semi-Supervised Learning

Fei Wang, Bin Zhao, Changshui Zhang, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Semi-supervised dimensionality reduction for image retrieval

Bin Zhang, Changshui Zhang, Yangqiu Song, 2008, Electronic Imaging.

Semi-supervised Multi-label Learning by Solving a Sylvester Equation

Gang Chen, Fei Wang, Changshui Zhang, 2008, SDM.

Semi-Supervised Additive Logistic Regression: A Gradient Descent Solution

Feiping Nie, Yangqiu Song, Changshui Zhang, 2007 .

Ranking with semi-supervised distance metric learning and its application to housing potential estimation

Changshui Zhang, Wen Jun Yin, Jin Dong, 2007, CIKM '07.

Semi-Supervised Music Genre Classification

Shiming Xiang, Changshui Zhang, Yangqiu Song, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Graph Based Multi-class Semi-supervised Learning Using Gaussian Process

Changshui Zhang, Yangqiu Song, Jianguo Lee, 2006, SSPR/SPR.

A Discriminative Method For Semi-Automated Tumorous Tissues Segmentation of MR Brain Images

Fei Wang, Changshui Zhang, Yangqiu Song, 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06).

Logical Message Passing Networks with One-hop Inference on Atomic Formulas

Ginny Y. Wong, Yangqiu Song, Zihao Wang, 2023, ArXiv.

TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis

Shimei Pan, Michelle X. Zhou, Yangqiu Song, 2012, TIST.

Differentially Private Federated Knowledge Graphs Embedding

Vincent Wenchen Zheng, Hao Peng, Jianxin Li, 2021, CIKM.

Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge

Dong Yu, Yangqiu Song, Haojie Pan, 2021, AKBC.

Incrementally Learning the Hierarchical Softmax Function for Neural Language Models

Jianxin Li, Hao Peng, Yangqiu Song, 2017, AAAI.

What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues

Yan Song, Yangqiu Song, Changshui Zhang, 2019, EMNLP.

Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN

Jianxin Li, Qiang Yang, Yu He, 2018, WWW.

On Existential First Order Queries Inference on Knowledge Graphs

Yangqiu Song, Hang Yin, Z. Wang, 2023, ArXiv.

Transferred Dimensionality Reduction

Changshui Zhang, Zheng Wang, Yangqiu Song, 2008, ECML/PKDD.

Understanding Hidden Memories of Recurrent Neural Networks

Zhen Li, Yangqiu Song, Huamin Qu, 2017, 2017 IEEE Conference on Visual Analytics Science and Technology (VAST).

Make Evasion Harder: An Intelligent Android Malware Detection System

Yanfang Ye, Yangqiu Song, Shifu Hou, 2018, IJCAI.

HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network

Yanfang Ye, Yangqiu Song, Shifu Hou, 2017, KDD.

Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs pdf

Yangqiu Song, Zihao Wang, Hang Yin, 2021, NeurIPS Datasets and Benchmarks.

Vertex-reinforced Random Walk for Network Embedding

Yangqiu Song, Huan Zhao, Vincent W. Zheng, 2020, SDM.

TextFlow: Towards Better Understanding of Evolving Topics in Text

Xin Tong, Zekai J. Gao, Yangqiu Song, 2011, IEEE Transactions on Visualization and Computer Graphics.

HeteSpaceyWalk

Yangqiu Song, Jianxin Li, Hao Peng, 2019, Proceedings of the 28th ACM International Conference on Information and Knowledge Management.

Federated Knowledge Graphs Embedding pdf

Hao Peng, Jianxin Li, Vincent Zheng, 2021, ArXiv.

HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding

Yu He, Hao Peng, Cheng Ji, 2019, CIKM.

Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks pdf

Philip S. Yu, Yangqiu Song, Jianxin Li, 2019, IJCAI.

Event detection and evolution in multi-lingual social streams

Xiong Li, Yangqiu Song, Jianxin Li, 2020, Frontiers of Computer Science.

TransOMCS: From Linguistic Graphs to Commonsense Knowledge pdf

Dan Roth, Hongming Zhang, Yangqiu Song, 2020, IJCAI.

Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension

Yangqiu Song, Ming Zhang, Yichun Yin, 2017, EMNLP.

Exophoric Pronoun Resolution in Dialogues with Topic Regularization pdf

Changshui Zhang, Xintong Yu, Yangqiu Song, 2021, EMNLP.

Structured microblog sentiment classification via social context regularization

Fangzhao Wu, Yongfeng Huang, Yangqiu Song, 2016, Neurocomputing.

ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations

Yangqiu Song, Xin Liu, Tianqing Fang, 2023, ArXiv.

Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision

Yangqiu Song, Hongliang Dai, Yangqiu Song, 2019, ACL.

Time-evolving Text Classification with Deep Neural Networks

Jianxin Li, Yu He, Hao Peng, 2018, IJCAI.

Event detection and evolution in multi-lingual social streams

Hao Peng, Yangqiu Song, Jianxin Li, 2020, Frontiers of Computer Science.

Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching pdf

Yangqiu Song, Xin Liu, Yangqiu Song, 2021, AAAI.

Multi-step Jailbreaking Privacy Attacks on ChatGPT

Yangqiu Song, Haoran Li, Jie Huang, 2023, ArXiv.

Comparative Evaluation of Label Agnostic Selection Bias in Multilingual Hate Speech Datasets

Dit-Yan Yeung, Yangqiu Song, Nedjma Ousidhoum, 2020, EMNLP.

Topic and keyword re-ranking for LDA-based topic modeling

Shimei Pan, Michelle X. Zhou, Yangqiu Song, 2009, CIKM.

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective

Ginny Y. Wong, Yangqiu Song, Hongming Zhang, 2023, ACL.

Probing Toxic Content in Large Pre-Trained Language Models

Dit-Yan Yeung, Xinran Zhao, Yangqiu Song, 2021, ACL.

KBQA: Learning Question Answering over QA Corpora and Knowledge Bases pdf

Seung-won Hwang, Haixun Wang, Yanghua Xiao, 2019, Proc. VLDB Endow..

Neural Subgraph Isomorphism Counting

Yangqiu Song, Xin Liu, Haojie Pan, 2019, KDD.

Analogous Process Structure Induction for Sub-event Sequence Prediction

Dan Roth, Yangqiu Song, Haoyu Wang, 2020, EMNLP.

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning

Yangqiu Song, Muhao Chen, Wenxuan Zhou, 2023, ArXiv.

CCGen: Explainable Complementary Concept Generation in E-Commerce

Yangqiu Song, Chao Zhang, Chao Zhang, 2023, ArXiv.

Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach

Haixun Wang, Shusen Wang, Yangqiu Song, 2015, IJCAI.

Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks

Yizhou Sun, Jiawei Han, Haoran Li, 2017, CIKM.

Parallel Spectral Clustering Algorithm for Large-Scale Community Data Mining

Yangqiu Song, Dong Zhang, Hongjie Bai, 2008 .

Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks

Jiawei Han, Haoran Li, Chenguang Wang, 2018, Data Mining and Knowledge Discovery.

Text Classification with Heterogeneous Information Network Kernels

Jiawei Han, Haoran Li, Chenguang Wang, 2016, AAAI.

Collaborative boosting for activity classification in microblogs

Qiang Yang, Cane Wing-ki Leung, Yangqiu Song, 2013, KDD.

Multilingual and Multi-Aspect Hate Speech Analysis pdf

Yangqiu Song, Dit-Yan Yeung, Hongming Zhang, 2019, EMNLP.

Brief survey of crowdsourcing for data mining

Hongzhi Wang, Gao Hong, Yangqiu Song, 2014, Expert Syst. Appl..

Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition

Feiping Nie, Shiming Xiang, Changshui Zhang, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Event Detection and Evolution Based on Knowledge Base

Jianxin Li, Tao He, Yangqiu Song, 2017 .

Ranking Users in Social Networks with Motif-Based PageRank pdf

Dik Lun Lee, Yangqiu Song, Huan Zhao, 2019, IEEE Transactions on Knowledge and Data Engineering.

Knowledge-aware Pronoun Coreference Resolution

Yan Song, Dong Yu, Hongming Zhang, 2019, ACL.

Relation Discovery with Out-of-Relation Knowledge Base as Supervision pdf

Jianwen Zhang, Xin Liu, Yangqiu Song, 2019, NAACL.

Motif Enhanced Recommendation over Heterogeneous Information Network

Dik Lun Lee, Yangqiu Song, Huan Zhao, 2019, CIKM.

Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints

Yangqiu Song, Xin Liu, Jiaxin Bai, 2023, arXiv.org.

Knowledge Graph Reasoning over Entities and Numerical Values

Yangqiu Song, Jiaxin Bai, Cheng-hsin Luo, 2023, KDD.

Sequential Query Encoding For Complex Query Answering on Knowledge Graphs

Yangqiu Song, Jiaxin Bai, Tianshi Zheng, 2023, ArXiv.

Logical Message Passing Networks with One-hop Inference on Atomic Formulas

Ginny Y. Wong, Yangqiu Song, Zihao Wang, 2023, ArXiv.

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings

Yangqiu Song, Zihao Wang, Jiaxin Bai, 2022, NAACL-HLT.

CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering

Yangqiu Song, Antoine Bosselut, Xin Liu, 2023, ArXiv.

Scalable Multiplex Network Embedding

Liwei Qiu, Yangqiu Song, Hongming Zhang, 2018, IJCAI.

Changshui Zhang. Extracting the Optimal Dimensionality for Discriminant Analysis

Feiping Nie, Shiming Xiang, Yangqiu Song, 2007 .

Tag propagation based recommendation across diverse social media

Junjun Zhang, Yanghua Xiao, Wei Wang, 2014, WWW.

VD-PCR: Improving visual dialog with pronoun coreference resolution

Yangqiu Song, Changshui Zhang, Ruixin Hong, 2022, Pattern Recognit..

CKBP v2: An Expert-Annotated Evaluation Set for Commonsense Knowledge Base Population

Yangqiu Song, Tianqing Fang, Weiqi Wang, 2023, ArXiv.

KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification

Yangqiu Song, Baixuan Xu, Tianqing Fang, 2023, SEMEVAL.

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset

Bin He, Yangqiu Song, Tianqing Fang, 2021, EMNLP.

On the Role of Conceptualization in Commonsense Knowledge Graph Construction

Yangqiu Song, Kun Xu, Yuxiao Dong, 2020, ArXiv.

Fair Representation Learning for Heterogeneous Information Networks

James R. Foulds, Yangqiu Song, Shimei Pan, 2021, ICWSM.

Unit Ball Model for Embedding Hierarchical Structures in the Complex Hyperbolic Space

Yangqiu Song, Junwu Xiong, James Zhang, 2021, 2105.03966.

Embedding new data points for manifold learning via coordinate propagation

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2007, Knowledge and Information Systems.

Ranking Users in Social Networks With Higher-Order Structures

Zhao Chen, Dik Lun Lee, Huan Zhao, 2018, AAAI.

Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification

Xin Liu, Yangqiu Song, Huiru Xiao, 2019, WWW.

Biased Random Walk based Social Regularization for Word Embeddings

Xin Liu, Yangqiu Song, Ziqian Zeng, 2018, IJCAI.

Wasserstein diffusion on graphs with missing attributes pdf

Yang Wang, Yangqiu Song, Tengfei Ma, 2021, ArXiv.

Wasserstein Graph Neural Networks for Graphs with Missing Attributes

Yangqiu Song, Yangkun Wang, Tengfei Ma, 2021, 2102.03450.

SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition pdf

Hongming Zhang, Yangqiu Song, Hantian Ding, 2019, ACL.

Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia

Yangqiu Song, Zhongyuan Wang, Bing Qin, 2022, arXiv.org.

A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English pdf

Hongming Zhang, Xinran Zhao, Yangqiu Song, 2020, CRAC.

Incorporating Context and External Knowledge for Pronoun Coreference Resolution pdf

Yan Song, Hongming Zhang, Yangqiu Song, 2019, NAACL.

Joint Coreference Resolution and Character Linking for Multiparty Conversation pdf

Hongming Zhang, Yangqiu Song, Jiaxin Bai, 2021, EACL.

Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks

Yizhou Sun, He Jiang, Chenguang Wang, 2017, IJCAI.

DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition

Ginny Y. Wong, Yangqiu Song, Jiayang Cheng, 2023, ACL.

KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation

Yong Wang, Huamin Qu, Haotian Li, 2021, IEEE Transactions on Visualization and Computer Graphics.

Unsupervised Sparse Vector Densification for Short Text Similarity

Dan Roth, Yangqiu Song, Yangqiu Song, 2015, NAACL.

Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model

Hongliang Dai, Yangqiu Song, Haixun Wang, 2021, ACL.

RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks

Yizhou Sun, Jiawei Han, Lidan Wang, 2016, SDM.

Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks

Vincent W. Zheng, Yangqiu Song, Huan Zhao, 2021, CIKM.

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification pdf

Xin Jiang, Yangqiu Song, Xin Liu, 2020, IJCAI.

Microblog Sentiment Classification with Contextual Knowledge Regularization

Fangzhao Wu, Yongfeng Huang, Yangqiu Song, 2015, AAAI.

Boosting with pairwise constraints

Changshui Zhang, Yangqiu Song, Qutang Cai, 2010, Neurocomputing.

A Chinese Corpus for Fine-grained Entity Typing pdf

Xin Li, Yangqiu Song, Hongliang Dai, 2020, LREC.

Orthogonal locality minimizing globality maximizing projections for feature extraction

Feiping Nie, Shiming Xiang, Changshui Zhang, 2009 .

Lead-lag analysis via sparse co-projection in correlated text streams

Zhenyu Liu, Fangzhao Wu, Yongfeng Huang, 2013, CIKM.

Optimizing temporal topic segmentation for intelligent text visualization

Fei Wang, Shimei Pan, Michelle X. Zhou, 2013, IUI '13.

Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes

Haixun Wang, Yang Chen, Zekai J. Gao, 2011, 2011 IEEE 11th International Conference on Data Mining.

Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora

Jianwen Zhang, Changshui Zhang, Yangqiu Song, 2010, KDD.

Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation

Fuzhen Zhuang, Chuan Shi, Yangqiu Song, 2021, ECML/PKDD.

Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction

Qiang Yang, Yangqiu Song, Vincent W. Zheng, 2019, KDD.

NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings

Yangqiu Song, Ming Zhang, Yichun Yin, 2017, *SEMEVAL.

Hyper-Path-Based Representation Learning for Hyper-Networks

Yangqiu Song, Xin Liu, Jie Huang, 2019, CIKM.

Evolutionary Bayesian Rose Trees

Baining Guo, Xiting Wang, Yangqiu Song, 2015, IEEE Transactions on Knowledge and Data Engineering.

Mining evolutionary multi-branch trees from text streams

Baining Guo, Xiting Wang, Yangqiu Song, 2013, KDD.

Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components

Hao Xin, Yangqiu Song, Xun Jian, 2017, EMNLP.

Event Detection and Co-reference with Minimal Supervision

Dan Roth, Haoruo Peng, Yangqiu Song, 2016, EMNLP.

When Hearst Is Not Enough: Improving Hypernymy Detection from Corpus with Distributional Models

Wilfred Ng, Shuming Shi, Hongming Zhang, 2020, EMNLP.

Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations pdf

Wilfred Ng, Yangqiu Song, Hongming Zhang, 2020, AKBC.

Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations

Heng Ji, Jiawei Han, Dan Roth, 2015, IJCAI.

Overview of UI-CCG Systems for Event Argument Extraction , Entity Discovery and Linking , and Slot Filler Validation

Gourab Kundu, Dan Roth, Yangqiu Song, 2014 .

Manifold Alignment across Geometric Spaces for Knowledge Base Representation Learning

Yangqiu Song, Huiru Xiao, 2021, AKBC.

Socialized Word Embeddings

Yangqiu Song, Ming Zhang, Ziqian Zeng, 2017, IJCAI.

Content-Based Information Fusion for Semi-Supervised Music Genre Classification

Changshui Zhang, Yangqiu Song, Yangqiu Song, 2008, IEEE Transactions on Multimedia.

The Stability and Usability of Statistical Topic Models

Yi Yang, Shimei Pan, Yangqiu Song, 2016, TIIS.

User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content

Yi Yang, Shimei Pan, Yangqiu Song, 2015, IUI.

Improving Topic Model Stability for Effective Document Exploration

Yi Yang, Shimei Pan, Yangqiu Song, 2016, IJCAI.

Logical Queries on Knowledge Graphs: Emerging Interface of Incomplete Relational Data

Yangqiu Song, Hang Yin, Z. Wang, 2022, IEEE Data Eng. Bull..

Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport

Ginny Y. Wong, Yangqiu Song, Zihao Wang, 2023, ACL.

Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering

Zizheng Lin, Jiaxin Bai, Yangqiu Song, 2021, CIKM.

FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery

Yangqiu Song, Xin Liu, Jiaxin Bai, 2022, ACL.

On-the-fly Denoising for Data Augmentation in Natural Language Understanding

Yangqiu Song, Muhao Chen, Fangyu Liu, 2022, arXiv.org.

Spectral Label Refinement for Noisy and Missing Text Labels

Hailong Sun, Qiang Yang, Chenguang Wang, 2015, AAAI.

CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering

Yangqiu Song, Antoine Bosselut, Xin Liu, 2023, EMNLP.

Multi-step Jailbreaking Privacy Attacks on ChatGPT

Yangqiu Song, Haoran Li, Jie Huang, 2023, EMNLP.

Exploring Discourse Structures for Argument Impact Classification

Yangqiu Song, Jiefu Ou, Xin Jiang, 2021, ACL.

Social explorative attention based recommendation for content distribution platforms pdf

Yangqiu Song, Qiang Yang, Huan Zhao, 2020, Data Mining and Knowledge Discovery.

Multiplex Word Embeddings for Selectional Preference Acquisition pdf

Wilfred Ng, Yan Song, Dong Yu, 2019, EMNLP.

Does Summarization Help Stock Prediction? A News Impact Analysis

Haoran Xie, Fu Lee Wang, Qing Li, 2015, IEEE Intelligent Systems.

Parallel Spectral Clustering

Edward Y. Chang, Chih-Jen Lin, Wen-Yen Chen, 2008, ECML/PKDD.

Fisher Deep Domain Adaptation pdf

Yu Zhang, Kun Bai, Yangqiu Song, 2020, SDM.

ImageHive: Interactive Content-Aware Image Summarization

Yangqiu Song, Lexing Xie, Li Tan, 2012, IEEE Computer Graphics and Applications.

Word Embeddings with Limited Memory

Dan Roth, Yangqiu Song, Shaoshi Ling, 2016, ACL.

Contour graph based human tracking and action sequence recognition

Feiping Nie, Shiming Xiang, Changshui Zhang, 2008, Pattern Recognit..

Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations

Yangqiu Song, D. Roth, Jiawei Han, 2015, IJCAI.

Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network

Yong Wang, Yangqiu Song, Huamin Qu, 2020, CIKM.

Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization

Yangqiu Song, Tianqing Fang, Mutian He, 2022, Artif. Intell..

CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations

Yangqiu Song, Wilfred Ng, Changlong Yu, 2020, FINDINGS.

Variational Weakly Supervised Sentiment Analysis with Posterior Regularization pdf

Ziqian Zeng, Yangqiu Song, Yangqiu Song, 2021, EACL.

A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification pdf

Xin Liu, Yangqiu Song, Wenxuan Zhou, 2019, NAACL.

Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia

Yangqiu Song, Zhongyuan Wang, Bing Qin, 2022, ArXiv.

CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning

Yangqiu Song, Baixuan Xu, Lei Chen, 2023, ACL.

DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge pdf

Hongming Zhang, Yangqiu Song, Bin He, 2021, WWW.

Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning

Qiang Yang, Ying Wei, Cane Wing-ki Leung, 2016, AAAI.

Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints

Yangqiu Song, Xin Liu, Jiaxin Bai, 2023, NeurIPS.

Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors

Yangqiu Song, Hang Yin, Zihao Wang, 2023, ICLR.

Logical Message Passing Networks with One-hop Inference on Atomic Formulas

Ginny Y. Wong, Yangqiu Song, Zihao Wang, 2023, ICLR.

Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies

Yangqiu Song, Kun Bai, Qian Yang, 2022, CIKM.

Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform

Ginny Y. Wong, Yangqiu Song, Xin Liu, 2022, EMNLP.

Unit Ball Model for Hierarchical Embeddings in Complex Hyperbolic Space pdf

Junwu Xiong, Huiru Xiao, Yangqiu Song, 2021, ArXiv.

Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence

Yangqiu Song, Haoran Li, Mingshi Xu, 2023, ACL.

Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation

Yangqiu Song, Tie-Yan Liu, Tao Qin, 2020, IJCAI.

Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems

Dan Roth, Haoruo Peng, Shyam Upadhyay, 2015, TAC.