Mark Dredze
Orcid: 0000-0002-0422-2474Affiliations:
- Johns Hopkins University, Baltimore, MD, USA
- University of Pennsylvania, Philadelphia, PA, USA (former)
According to our database1,
Mark Dredze
authored at least 193 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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Bibliography
2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions.
CoRR, 2024
2023
An Eye on Clinical BERT: Investigating Language Model Generalization for Diabetic Eye Disease Phenotyping.
CoRR, 2023
Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models.
CoRR, 2023
CoRR, 2023
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Geo-Seq2seq: Twitter User Geolocation on Noisy Data through Sequence to Sequence Learning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
Using Open-Ended Stressor Responses to Predict Depressive Symptoms across Demographics.
CoRR, 2022
Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses.
CoRR, 2022
The Problem of Semantic Shift in Longitudinal Monitoring of Social Media: A Case Study on Mental Health During the COVID-19 Pandemic.
Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022
Proceedings of the 7th Workshop on Representation Learning for NLP, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022
Proceedings of the Conference on Health, Inference, and Learning, 2022
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Demographic Representation and Collective Storytelling in the Me Too Twitter Hashtag Activism Movement.
Proc. ACM Hum. Comput. Interact., 2021
Learning to Look Inside: Augmenting Token-Based Encoders with Character-Level Information.
CoRR, 2021
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media, 2021
2020
Examining the Feasibility of Off-the-Shelf Algorithms for Masking Directly Identifiable Information in Social Media Data.
CoRR, 2020
The COVID-19 Social Media Infodemic Reflects Uncertainty and State-Sponsored Propaganda.
CoRR, 2020
The Twitter Social Mobility Index: Measuring Social Distancing Practices from Geolocated Tweets.
CoRR, 2020
Proceedings of the 5th Workshop on Representation Learning for NLP, 2020
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020
Examining Peer-to-Peer and Patient-Provider Interactions on a Social Media Community Facilitating Ask the Doctor Services.
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the AMIA 2020, 2020
Civil Unrest on Twitter (CUT): A Dataset of Tweets to Support Research on Civil Unrest.
Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Identifying vulnerable older adult populations by contextualizing geriatric syndrome information in clinical notes of electronic health records.
J. Am. Medical Informatics Assoc., 2019
First Monday, 2019
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models.
CoRR, 2019
Visual Attention Model for Cross-Sectional Stock Return Prediction and End-to-End Multimodal Market Representation Learning.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019
2018
Don't quote me: reverse identification of research participants in social media studies.
npj Digit. Medicine, 2018
Proceedings of the Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Enhancing Scientific Collaboration Through Knowledge Base Population and Linking for Meetings.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 4th Workshop on Noisy User-generated Text, 2018
Proceedings of the 4th Workshop on Noisy User-generated Text, 2018
Johns Hopkins or johnny-hopkins: Classifying Individuals versus Organizations on Twitter.
Proceedings of the Second Workshop on Computational Modeling of People's Opinions, 2018
Proceedings of the Second Workshop on Computational Modeling of People's Opinions, 2018
2017
Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02311-8, 2017
J. Assoc. Inf. Sci. Technol., 2017
Harmonic Grammar, Optimality Theory, and Syntax Learnability: An Empirical Exploration of Czech Word Order.
CoRR, 2017
Support for Interactive Identification of Mentioned Entities in Conversational Speech.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017
Proceedings of the IJCNLP 2017, Tapei, Taiwan, November 27, 2017
Proceedings of the First ACL Workshop on Ethics in Natural Language Processing, 2017
Leveraging side information for speaker identification with the Enron conversational telephone speech collection.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
Monitoring Real-time Spatial Public Health Discussions in the Context of Vaccine Hesitancy.
Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017
Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the Second Workshop on NLP and Computational Social Science, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Learning Word Segmentation Representations to Improve Named Entity Recognition for Chinese Social Media.
CoRR, 2016
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the Workshop on Structured Prediction for NLP@EMNLP 2016, 2016
Proceedings of the Second International Workshop on Data Science for Macro-Modeling, 2016
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016
Proceedings of the 2nd Workshop on Noisy User-generated Text, 2016
Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of The Fourth International Workshop on Natural Language Processing for Social Media, 2016
Proceedings of the First Workshop on NLP and Computational Social Science, 2016
Proceedings of the World Wide Web and Population Health Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Trans. Assoc. Comput. Linguistics, 2015
Trans. Assoc. Comput. Linguistics, 2015
Trans. Assoc. Comput. Linguistics, 2015
Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.
PLoS Comput. Biol., 2015
Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction.
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
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
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
Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2015
From ADHD to SAD: Analyzing the Language of Mental Health on Twitter through Self-Reported Diagnoses.
Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2015
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
Detecting Changes in Suicide Content Manifested in Social Media Following Celebrity Suicides.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
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
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
Proceedings of the World Wide Web and Public Health Intelligence, 2015
Proceedings of the World Wide Web and Public Health Intelligence, 2015
2014
A large-scale quantitative analysis of latent factors and sentiment in online doctor reviews.
J. Am. Medical Informatics Assoc., 2014
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2014
2013
Proceedings of the Multi-source, Multilingual Information Extraction and Summarization, 2013
Estimating Confusions in the ASR Channel for Improved Topic-based Language Model Adaptation
CoRR, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Drug Extraction from the Web: Summarizing Drug Experiences with Multi-Dimensional Topic Models.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
J. Mach. Learn. Res., 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT, 2012
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012
Proceedings of the INTERSPEECH 2012, 2012
Deriving conversation-based features from unlabeled speech for discriminative language modeling.
Proceedings of the INTERSPEECH 2012, 2012
New ℌ<sup>∞</sup> bounds for the recursive least squares algorithm exploiting input structure.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the AMIA 2012, 2012
Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
Experimenting with Drugs (and Topic Models): Multi-Dimensional Exploration of Recreational Drug Discussions.
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012
2011
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Adapting n-gram maximum entropy language models with conditional entropy regularization.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
2010
Mach. Learn., 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010
Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010
Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010
A spoken term detection framework for recovering out-of-vocabulary words using the web.
Proceedings of the INTERSPEECH 2010, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Proceedings of the COLING 2010, 2010
Proceedings of the COLING 2010, 2010
2009
Proceedings of the Second Text Analysis Conference, 2009
Proceedings of the IJCAI 2009, 2009
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
Reading the Markets: Forecasting Public Opinion of Political Candidates by News Analysis.
Proceedings of the COLING 2008, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Proceedings of the EMNLP-CoNLL 2007, 2007
Proceedings of the Biological, translational, and clinical language processing, 2007
Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification.
Proceedings of the ACL 2007, 2007
2006
Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006
Proceedings of the CEAS 2006, 2006
Proceedings of the Proceedings, 2006
2005
Proceedings of the Fourteenth Text REtrieval Conference, 2005
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005
Proceedings of the CEAS 2005, 2005
2003
Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003
Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003