Ming‐Wei Chang

Research interests

Publications

• Large Dual Encoders Are Generalizable Retrievers

  Journal · 2022 · https://doi.org/10.18653/v1/2022.emnlp-main.669

• A review of emerging technologies enabling improved solid oral dosage form manufacturing and processing

  Advanced Drug Delivery Reviews · 2021 · https://doi.org/10.1016/j.addr.2021.113840

• REALM: Retrieval-Augmented Language Model Pre-Training

  arXiv (Cornell University) · 2020 · https://doi.org/10.48550/arxiv.2002.08909

• Retrieval Augmented Language Model Pre-Training

  International Conference on Machine Learning · 2020

• Application of mesoporous silica nanoparticles as drug delivery carriers for chemotherapeutic agents

  Drug Discovery Today · 2020 · https://doi.org/10.1016/j.drudis.2020.06.006

• Natural Questions: A Benchmark for Question Answering Research

  Transactions of the Association for Computational Linguistics · 2019 · https://doi.org/10.1162/tacl_a_00276

• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

  Journal · 2019 · https://doi.org/10.18653/v1/n19-1423

• BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

  Journal · 2019 · https://doi.org/10.18653/v1/n19-1300

• Well-Read Students Learn Better: On the Importance of Pre-training Compact Models

  arXiv (Cornell University) · 2019 · https://doi.org/10.48550/arxiv.1908.08962

• BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

  arXiv (Cornell University) · 2019 · https://doi.org/10.48550/arxiv.1905.10044

• Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation

  arXiv (Cornell University) · 2019

• A Knowledge-Grounded Neural Conversation Model

  AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 2018 · https://doi.org/10.1609/aaai.v32i1.11977

• A Knowledge-Grounded Neural Conversation Model

  Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · https://doi.org/10.1609/aaai.v32i1.11977

• Search-based Neural Structured Learning for Sequential Question Answering

  Journal · 2017 · https://doi.org/10.18653/v1/p17-1167

• The Value of Semantic Parse Labeling for Knowledge Base Question Answering

  Journal · 2016 · https://doi.org/10.18653/v1/p16-2033

• Encapsulation of rose hip seed oil into fibrous zein films for ambient and on demand food preservation via coaxial electrospinning

  Journal of Food Engineering · 2016 · https://doi.org/10.1016/j.jfoodeng.2016.07.012

• Microneedle Coating Techniques for Transdermal Drug Delivery

  Pharmaceutics · 2015 · https://doi.org/10.3390/pharmaceutics7040486

• Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base

  Journal · 2015 · https://doi.org/10.3115/v1/p15-1128

• To Link or Not to Link? A Study on End-to-End Tweet Entity Linking

  Journal · 2013

• Question Answering Using Enhanced Lexical Semantic Models

  Journal · 2013

• Electrohydrodynamic preparation of particles, capsules and bubbles for biomedical engineering applications

  Colloids and Surfaces A Physicochemical and Engineering Aspects · 2010 · https://doi.org/10.1016/j.colsurfa.2010.11.038

• Driving Semantic Parsing from the World's Response

  Journal · 2010

• Importance of semantic representation: dataless classification

  National Conference on Artificial Intelligence · 2008

• Guiding Semi-Supervision with Constraint-Driven Learning

  Journal · 2007

• Load Forecasting Using Support Vector Machines: A Study on EUNITE Competition 2001

  IEEE Transactions on Power Systems · 2004 · https://doi.org/10.1109/tpwrs.2004.835679

Current projects

No projects listed.