Mingyang Zhang

Orcid: 0000-0002-1685-2895

Affiliations:
  • Google, Mountain View, CA, USA
  • George Washington University, Washington, DC, USA (former)


According to our database1, Mingyang Zhang authored at least 33 papers between 2008 and 2024.

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Bibliography

2024
Unlocking the 'Why' of Buying: Introducing a New Dataset and Benchmark for Purchase Reason and Post-Purchase Experience.
CoRR, 2024

PRewrite: Prompt Rewriting with Reinforcement Learning.
CoRR, 2024

Bridging the Preference Gap between Retrievers and LLMs.
CoRR, 2024

WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023
Automated Evaluation of Personalized Text Generation using Large Language Models.
CoRR, 2023

Automatic Prompt Rewriting for Personalized Text Generation.
CoRR, 2023

Teach LLMs to Personalize - An Approach inspired by Writing Education.
CoRR, 2023

Job Type Extraction for Service Businesses.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

SparseEmbed: Learning Sparse Lexical Representations with Contextual Embeddings for Retrieval.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

End-to-End Query Term Weighting.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Creator Context for Tweet Recommendation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Learning Sparse Lexical Representations Over Specified Vocabularies for Retrieval.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Multi-Aspect Dense Retrieval.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models.
Proceedings of the Advances in Information Retrieval, 2022

2021
LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding.
CoRR, 2021

Privacy-Adaptive BERT for Natural Language Understanding.
CoRR, 2021

Dynamic Language Models for Continuously Evolving Content.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Natural Language Understanding with Privacy-Preserving BERT.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Leveraging Semantic and Lexical Matching to Improve the Recall of Document Retrieval Systems: A Hybrid Approach.
CoRR, 2020

Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Document Matching.
CoRR, 2020

Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Semantic Text Matching for Long-Form Documents.
Proceedings of the World Wide Web Conference, 2019

Multi-view Embedding-based Synonyms for Email Search.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018
Semantic Location in Email Query Suggestion.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

2017
Situational Context for Ranking in Personal Search.
Proceedings of the 26th International Conference on World Wide Web, 2017

2015
A Review of Group Mobility Models for Mobile Ad Hoc Networks.
Wirel. Pers. Commun., 2015

2013
Mining a search engine's corpus without a query pool.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
A Performance Comparison of Flat and Cluster Based Routings in Mobile Ad Hoc Networks.
Int. J. Wirel. Inf. Networks, 2012

Aggregate suppression for enterprise search engines.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011
Mining a search engine's corpus: efficient yet unbiased sampling and aggregate estimation.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010
Versatile publishing for privacy preservation.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009
Performance comparison of flat and cluster-based hierarchical ad hoc routing with entity and group mobility.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

2008
Performance of Efficient CBRP in Mobile Ad Hoc Networks (MANETS).
Proceedings of the 68th IEEE Vehicular Technology Conference, 2008


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