---
title: "Mark Dredze — all works — Elamur Research"
description: "All 27 works of Mark Dredze in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/mark-dredze/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mark-dredze/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Mark Dredze](https://md.research.elamur.ai/free/en/authors/mark-dredze/) / all works

# Mark Dredze — all works

27 works · [← Mark Dredze](https://md.research.elamur.ai/free/en/authors/mark-dredze/)

1. **[Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification](https://md.research.elamur.ai/free/en/papers/blitzer-2007-biographies-bollywood-boom-boxes-blenders/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**John Blitzer, Mark Dredze, Fernando Pereira*2007 · 2,339 citations*
2. **[Quantifying Mental Health Signals in Twitter](https://md.research.elamur.ai/free/en/papers/coppersmith-2014-quantifying-mental-health-signals-twitter/) [Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality](https://md.research.elamur.ai/free/en/venues/workshop-on-computational-linguistics-and-clinical-psychology-from-linguistic/)**Glen Coppersmith, Mark Dredze, Craig Harman*2014 · 823 citations*
3. [**BloombergGPT: A Large Language Model for Finance arXiv:2303.17564**Shijie Wu, Ozan Irsoy, Steven Lu, et al.*2023 · 618 citations*](https://md.research.elamur.ai/free/en/papers/wu-2023-bloomberggpt-large-language-model-finance/)
4. **[Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings](https://md.research.elamur.ai/free/en/papers/peng-2015-named-entity-recognition-chinese-social/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Nanyun Peng, Mark Dredze*2015 · 484 citations*
5. [**Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT arXiv:1904.09077**Shijie Wu, Mark Dredze*2019 · 471 citations*](https://md.research.elamur.ai/free/en/papers/wu-2019-beto-bentz-becas-surprising-cross/)
6. **[Are All Languages Created Equal in Multilingual BERT?](https://md.research.elamur.ai/free/en/papers/wu-2020-are-all-languages-created-equal/) [Workshop on Representation Learning for NLP](https://md.research.elamur.ai/free/en/venues/repl4nlp/)**Shijie Wu, Mark Dredze*2020 · 460 citations*
7. **[CLPsych 2015 Shared Task: Depression and PTSD on Twitter](https://md.research.elamur.ai/free/en/papers/coppersmith-2015-clpsych-2015-shared-task-depression/) [Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality](https://md.research.elamur.ai/free/en/venues/workshop-on-computational-linguistics-and-clinical-psychology-from-linguistic/)**Glen Coppersmith, Mark Dredze, Craig Harman, et al.*2015 · 415 citations*
8. **[Entity Disambiguation for Knowledge Base Population](https://md.research.elamur.ai/free/en/papers/dredze-2010-entity-disambiguation-knowledge-base-population/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Mark Dredze, Paul McNamee, Delip Rao, et al.*2010 · 395 citations*
9. **[Improving Lexical Embeddings with Semantic Knowledge](https://md.research.elamur.ai/free/en/papers/yu-2014-improving-lexical-embeddings-semantic-knowledge/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mo Yu, Mark Dredze*2014 · 371 citations*
10. **[Ethical Research Protocols for Social Media Health Research](https://md.research.elamur.ai/free/en/papers/benton-2017-ethical-research-protocols-social-media/) [ACL Workshop on Ethics in Natural Language Processing](https://md.research.elamur.ai/free/en/venues/acl-workshop-on-ethics-in-natural-language-processing/)**Adrian Benton, Glen Coppersmith, Mark Dredze*2017 · 292 citations*
11. **[Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning ↗](https://aclanthology.org/P16-2025/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Nanyun Peng, Mark Dredze*2016 · 272 citations*
12. **[Improved Relation Extraction with Feature-Rich Compositional Embedding Models ↗](https://aclanthology.org/D15-1205/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Matthew R. Gormley, Mo Yu, Mark Dredze*2015 · 236 citations*
13. [**Frustratingly Hard Domain Adaptation for Dependency Parsing**Mark Dredze, John Blitzer, Partha Pratim Talukdar, et al.*English · 109 citations*](https://md.research.elamur.ai/free/en/papers/dredze-2007-frustratingly-hard-domain-adaptation-dependency/)
14. **[Learning Multiview Embeddings of Twitter Users ↗](https://aclanthology.org/P16-2003/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Adrian Benton, Raman Arora, Mark Dredze*2016 · 107 citations*
15. **[Challenges of Using Text Classifiers for Causal Inference ↗](https://aclanthology.org/D18-1488/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Zach Wood-Doughty, Ilya Shpitser, Mark Dredze*2018 · 86 citations*
16. **[Creating Speech and Language Data With Amazon's Mechanical Turk](https://md.research.elamur.ai/free/en/papers/burch-2010-creating-speech-language-data-amazon/) [NAACL HLT Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk](https://md.research.elamur.ai/free/en/venues/naacl-hlt-workshop-on-creating-speech-and-language-data-with-amazon-s-mechanical/)**Chris Callison-Burch, Mark Dredze*2010 · 86 citations*
17. **[Geolocation for Twitter: Timing Matters ↗](https://aclanthology.org/N16-1122/) Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Mark Dredze, Miles Osborne, Prabhanjan Kambadur*2016 · 79 citations*
18. **[Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions](https://md.research.elamur.ai/free/en/papers/chen-2025-benchmarking-large-language-models-answering/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hanjie Chen, Zhouxiang Fang, Yash Singla, et al.*2025 · 75 citations*
19. **[FrameNet+: Fast Paraphrastic Tripling of FrameNet](https://md.research.elamur.ai/free/en/papers/pavlick-2015-framenet-fast-paraphrastic-tripling-framenet/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ellie Pavlick, Travis Wolfe, Pushpendre Rastogi, et al.*2015 · 75 citations*
20. **[Streaming Cross Document Entity Coreference Resolution](https://md.research.elamur.ai/free/en/papers/rao-2010-streaming-cross-document-entity-coreference/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Delip Rao, Paul McNamee, Mark Dredze*2010 · 67 citations*
21. **[NLP on Spoken Documents Without ASR ↗](https://aclanthology.org/D10-1045/) Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mark Dredze et al.*2010 · 63 citations*
22. **[Icelandic Data Driven Part of Speech Tagging ↗](https://aclanthology.org/P08-2009/) Proceedings of ACL-08: HLT, Short Papers · no summary yet**Mark Dredze, Joel Wallenberg*2008 · 33 citations*
23. **[Entity Clustering Across Languages ↗](https://aclanthology.org/N12-1007/) Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Spence Green et al.*2012 · 28 citations*
24. **[Using Large Language Models to Promote Health Equity ↗](https://doi.org/10.1056/aip2400889) NEJM AI · no summary yet**Emma Pierson et al.*2023 · 18 citations*
25. **[MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies ↗](https://aclanthology.org/2023.acl-long.502/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shiyue Zhang et al.*2023 · 12 citations*
26. **[Estimating document frequencies in a speech corpus ↗](https://doi.org/10.1109/asru.2011.6163966) IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) · no summary yet**Damianos Karakos et al.*2011 · 12 citations*
27. **[Task Matters: Knowledge Requirements Shape LLM Responses to Context–Memory Conflict](https://md.research.elamur.ai/free/en/papers/sun-2026-task-matters-knowledge-requirements-shape/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Kaiser Sun, Fan Bai, Mark Dredze*2026 · 3 citations*