Ming-Wei Chang

According to our database1, Ming-Wei Chang authored at least 56 papers between 2002 and 2019.

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Bibliography

2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018
Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

A Knowledge-Grounded Neural Conversation Model.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Modeling Large-Scale Structured Relationships with Shared Memory for Knowledge Base Completion.
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Search-based Neural Structured Learning for Sequential Question Answering.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

From Entity Linking to Question Answering - Recent Progress on Semantic Grounding Tasks.
Proceedings of the 2nd Workshop on Noisy User-generated Text, 2016

The Value of Semantic Parse Labeling for Knowledge Base Question Answering.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

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

Placer++: Semantic place labels beyond the visit.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Entity Linking on Microblogs with Spatial and Temporal Signals.
TACL, 2014

Modeling action-level satisfaction for search task satisfaction prediction.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

ERD'14: entity recognition and disambiguation challenge.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Segmentation based stereo matching using color grouping.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 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

Virtual keyboard for head mounted display-based wearable devices.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

Wikification and Beyond: The Challenges of Entity and Concept Grounding.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction.
TACL, 2013

Learning to extract cross-session search tasks.
Proceedings of the 22nd International World Wide Web Conference, 2013

Personalized ranking model adaptation for web search.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

To Link or Not to Link? A Study on End-to-End Tweet Entity Linking.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Question Answering Using Enhanced Lexical Semantic Models.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Structured learning with constrained conditional models.
Machine Learning, 2012

Unified Expectation Maximization.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Learning shared body plans.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Structured prediction with indirect supervision.
Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

2010
Modified Frequency-Partitioned Spectrum Estimation for a Wireless Health Advanced Monitoring Bio-Diagnosis System.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2010

Novel Approach to Fuzzy-Wavelet ECG Signal Analysis for a Mobile Device.
J. Medical Systems, 2010

Discriminative Learning over Constrained Latent Representations.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Structured Output Learning with Indirect Supervision.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

The Necessity of Combining Adaptation Methods.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Driving Semantic Parsing from the World's Response.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

2009
Relation Alignment for Textual Entailment Recognition.
Proceedings of the Second Text Analysis Conference, 2009

Unsupervised Constraint Driven Learning For Transliteration Discovery.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Implementation and Optimization of DSP Suspend Resume on Dual-Core SOC.
Proceedings of the International Conference on Embedded Software and Systems, 2009

2008
Energy-Efficient Real-Time Co-scheduling of Multimedia DSP Jobs.
Proceedings of the IEEE International Conference on Sensor Networks, 2008

Partitioned logistic regression for spam filtering.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Personalized Spam Filtering for Gray Mail.
Proceedings of the CEAS 2008, 2008

Importance of Semantic Representation: Dataless Classification.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Learning and Inference with Constraints.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Fabrication and characterization of a microelectromechanical tunable capacitor.
Microelectronics Journal, 2007

Modeling and fabrication of a microelectromechanical microwave switch.
Microelectronics Journal, 2007

Simulation and fabrication of HF microelectromechanical bandpass filter.
Microelectronics Journal, 2007

Guiding Semi-Supervision with Constraint-Driven Learning.
Proceedings of the ACL 2007, 2007

2006
A Pipeline Model for Bottom-Up Dependency Parsing.
Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

A Pipeline Framework for Dependency Parsing.
Proceedings of the ACL 2006, 2006

2005
Leave-One-Out Bounds for Support Vector Regression Model Selection.
Neural Computation, 2005

2004
Analysis of switching dynamics with competing support vector machines.
IEEE Trans. Neural Networks, 2004

2002
Analysis of Nonstationary Time Series Using Support Vector Machines.
Proceedings of the Pattern Recognition with Support Vector Machines, 2002


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