Hao Ma

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Reducing Target Group Bias in Hate Speech Detectors.

[BibT_eX]

[DOI]

CoRR, 2021

Entailment as Few-Shot Learner.

[BibT_eX]

[DOI]

CoRR, 2021

Luna: Linear Unified Nested Attention.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On Unifying Misinformation Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

On the Influence of Masking Policies in Intermediate Pre-training.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Studying Strategically: Learning to Mask for Closed-book QA.

[BibT_eX]

[DOI]

CoRR, 2020

CLEAR: Contrastive Learning for Sentence Representation.

[BibT_eX]

[DOI]

CoRR, 2020

To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks.

[BibT_eX]

[DOI]

Sinong Wang

Madian Khabsa

CoRR, 2020

Linformer: Self-Attention with Linear Complexity.

[BibT_eX]

[DOI]

CoRR, 2020

Language Models as Fact Checkers?

[BibT_eX]

[DOI]

CoRR, 2020

Blockwise Self-Attention for Long Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks.

[BibT_eX]

[DOI]

Sinong Wang

Madian Khabsa

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

2018

Social Recommendation in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Collaboration Diversity and Scientific Impact.

[BibT_eX]

[DOI]

CoRR, 2018

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

DeepInf: Social Influence Prediction with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Web-scale system for scientific knowledge exploration.

[BibT_eX]

[DOI]

Zhihong Shen

Kuansan Wang

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

A Century of Science: Globalization of Scientific Collaborations, Citations, and Innovations.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Table Cell Search for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

User Fatigue in Online News Recommendation.

[BibT_eX]

[DOI]

Xueqing Liu

Zhihong Shen

Proceedings of the 25th International Conference on World Wide Web, 2016

Question Answering with Knowledge Base, Web and Beyond.

[BibT_eX]

[DOI]

Wen-tau Yih

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015

Open Domain Question Answering via Semantic Enrichment.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web, 2015

An Overview of Microsoft Academic Service (MAS) and Applications.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

An Introduction to Entity Recommendation and Understanding.

[BibT_eX]

[DOI]

Yan Ke

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Learning to Recommend Related Entities to Search Users.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

2014

Social Recommendation in Dynamic Networks.

[BibT_eX]

[DOI]

Encyclopedia of Social Network Analysis and Mining, 2014

On building entity recommender systems using user click log and freebase knowledge.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

On measuring social friend interest similarities in recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

E2E: An End-to-End Entity Linking System for Short and Noisy Text.

[BibT_eX]

[DOI]

Proceedings of the the 4th Workshop on Making Sense of Microposts co-located with the 23rd International World Wide Web Conference (WWW 2014), 2014

2013

Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2013

Exploring and exploiting user search behavior on mobile and tablet devices to improve search relevance.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

An experimental study on implicit social recommendation.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2012

Mining Web Graphs for Recommendations.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

2011

QoS-Aware Web Service Recommendation by Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2011

Improving Recommender Systems by Incorporating Social Contextual Information.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2011

Learning to recommend with explicit and implicit social relations.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2011

Recommender systems with social regularization.

[BibT_eX]

[DOI]

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Probabilistic factor models for web site recommendation.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Mining test oracles of web search engines.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

2010

Learning to recommend.

[BibT_eX]

[DOI]

PhD thesis, 2010

Bridging the Semantic Gap Between Image Contents and Tags.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Introduction to social recommendation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

UserRec: A User Recommendation Framework in Social Tagging Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Diversifying Query Suggestion Results.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Learning to recommend with social trust ensemble.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Learning to recommend with trust and distrust relationships.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

WSRec: A Collaborative Filtering Based Web Service Recommender System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2009

TagRec: Leveraging Tagging Wisdom for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

SoRec: social recommendation using probabilistic matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Mining social networks using heat diffusion processes for marketing candidates selection.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Learning latent semantic relations from clickthrough data for query suggestion.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Effective missing data prediction for collaborative filtering.

[BibT_eX]

[DOI]