Hao Ma

Affiliations:
  • Facebook AI, USA
  • Chinese University of Hong Kong, Hong Kong (former)


According to our database1, Hao Ma authored at least 58 papers between 2007 and 2023.

Collaborative distances:

Timeline

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Bibliography

2023
Effective Long-Context Scaling of Foundation Models.
CoRR, 2023

2022
IDPG: An Instance-Dependent Prompt Generation Method.
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.
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.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Reducing Target Group Bias in Hate Speech Detectors.
CoRR, 2021

Entailment as Few-Shot Learner.
CoRR, 2021

Luna: Linear Unified Nested Attention.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On Unifying Misinformation Detection.
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.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Studying Strategically: Learning to Mask for Closed-book QA.
CoRR, 2020

CLEAR: Contrastive Learning for Sentence Representation.
CoRR, 2020

To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks.
CoRR, 2020

Linformer: Self-Attention with Linear Complexity.
CoRR, 2020

Language Models as Fact Checkers?
CoRR, 2020

Blockwise Self-Attention for Long Document Understanding.
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.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization.
Proceedings of the World Wide Web Conference, 2019

2018
Social Recommendation in Dynamic Networks.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Collaboration Diversity and Scientific Impact.
CoRR, 2018

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec.
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.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

DeepInf: Social Influence Prediction with Deep Learning.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
A Century of Science: Globalization of Scientific Collaborations, Citations, and Innovations.
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.
Proceedings of the 25th International Conference on World Wide Web, 2016

User Fatigue in Online News Recommendation.
Proceedings of the 25th International Conference on World Wide Web, 2016

Question Answering with Knowledge Base, Web and Beyond.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015
Open Domain Question Answering via Semantic Enrichment.
Proceedings of the 24th International Conference on World Wide Web, 2015

An Overview of Microsoft Academic Service (MAS) and Applications.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

An Introduction to Entity Recommendation and Understanding.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Learning to Recommend Related Entities to Search Users.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

2014
Social Recommendation in Dynamic Networks.
Encyclopedia of Social Network Analysis and Mining, 2014

On building entity recommender systems using user click log and freebase knowledge.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

On measuring social friend interest similarities in recommender systems.
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.
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.
IEEE Trans. Serv. Comput., 2013

Exploring and exploiting user search behavior on mobile and tablet devices to improve search relevance.
Proceedings of the 22nd International World Wide Web Conference, 2013

An experimental study on implicit social recommendation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2012
Mining Web Graphs for Recommendations.
IEEE Trans. Knowl. Data Eng., 2012

2011
QoS-Aware Web Service Recommendation by Collaborative Filtering.
IEEE Trans. Serv. Comput., 2011

Improving Recommender Systems by Incorporating Social Contextual Information.
ACM Trans. Inf. Syst., 2011

Learning to recommend with explicit and implicit social relations.
ACM Trans. Intell. Syst. Technol., 2011

Recommender systems with social regularization.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Probabilistic factor models for web site recommendation.
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.
Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

2010
Learning to recommend.
PhD thesis, 2010

Bridging the Semantic Gap Between Image Contents and Tags.
IEEE Trans. Multim., 2010

Introduction to social recommendation.
Proceedings of the 19th International Conference on World Wide Web, 2010

UserRec: A User Recommendation Framework in Social Tagging Systems.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Diversifying Query Suggestion Results.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Learning to recommend with social trust ensemble.
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.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

WSRec: A Collaborative Filtering Based Web Service Recommender System.
Proceedings of the IEEE International Conference on Web Services, 2009

TagRec: Leveraging Tagging Wisdom for Recommendation.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
SoRec: social recommendation using probabilistic matrix factorization.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Mining social networks using heat diffusion processes for marketing candidates selection.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Learning latent semantic relations from clickthrough data for query suggestion.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Effective missing data prediction for collaborative filtering.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007


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