🧑‍🔬 Mark Dredze — all works

27 works · ← Mark Dredze

1. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)John Blitzer, Mark Dredze, Fernando Pereira2007 · 2,339 citations
2. Quantifying Mental Health Signals in TwitterWorkshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical RealityGlen Coppersmith, Mark Dredze, Craig Harman2014 · 823 citations
3. BloombergGPT: A Large Language Model for FinancearXiv:2303.17564Shijie Wu, Ozan Irsoy, Steven Lu, et al.2023 · 618 citations
4. Named Entity Recognition for Chinese Social Media with Jointly Trained EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Nanyun Peng, Mark Dredze2015 · 484 citations
5. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTarXiv:1904.09077Shijie Wu, Mark Dredze2019 · 471 citations
6. Are All Languages Created Equal in Multilingual BERT?Workshop on Representation Learning for NLPShijie Wu, Mark Dredze2020 · 460 citations
7. CLPsych 2015 Shared Task: Depression and PTSD on TwitterWorkshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical RealityGlen Coppersmith, Mark Dredze, Craig Harman, et al.2015 · 415 citations
8. Entity Disambiguation for Knowledge Base PopulationInternational Conference on Computational Linguistics (COLING)Mark Dredze, Paul McNamee, Delip Rao, et al.2010 · 395 citations
9. Improving Lexical Embeddings with Semantic KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Mo Yu, Mark Dredze2014 · 371 citations
10. Ethical Research Protocols for Social Media Health ResearchACL Workshop on Ethics in Natural Language ProcessingAdrian Benton, Glen Coppersmith, Mark Dredze2017 · 292 citations
11. 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 (Volume 2: Short Papers) · no summary yetNanyun Peng, Mark Dredze2016 · 272 citations
12. Improved Relation Extraction with Feature-Rich Compositional Embedding Models ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetMatthew R. Gormley, Mo Yu, Mark Dredze2015 · 236 citations
13. Frustratingly Hard Domain Adaptation for Dependency ParsingMark Dredze, John Blitzer, Partha Pratim Talukdar, et al.English · 109 citations
14. Learning Multiview Embeddings of Twitter Users ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetAdrian Benton, Raman Arora, Mark Dredze2016 · 107 citations
15. Challenges of Using Text Classifiers for Causal Inference ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetZach Wood-Doughty, Ilya Shpitser, Mark Dredze2018 · 86 citations
16. Creating Speech and Language Data With Amazon's Mechanical TurkNAACL HLT Workshop on Creating Speech and Language Data with Amazon's Mechanical TurkChris Callison-Burch, Mark Dredze2010 · 86 citations
17. Geolocation for Twitter: Timing Matters ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetMark Dredze, Miles Osborne, Prabhanjan Kambadur2016 · 79 citations
18. Benchmarking Large Language Models on Answering and Explaining Challenging Medical QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hanjie Chen, Zhouxiang Fang, Yash Singla, et al.2025 · 75 citations
19. FrameNet+: Fast Paraphrastic Tripling of FrameNetAnnual Meeting of the Association for Computational Linguistics (ACL)Ellie Pavlick, Travis Wolfe, Pushpendre Rastogi, et al.2015 · 75 citations
20. Streaming Cross Document Entity Coreference ResolutionInternational Conference on Computational Linguistics (COLING)Delip Rao, Paul McNamee, Mark Dredze2010 · 67 citations
21. NLP on Spoken Documents Without ASR ↗Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yetMark Dredze et al.2010 · 63 citations
22. Icelandic Data Driven Part of Speech Tagging ↗Proceedings of ACL-08: HLT, Short Papers · no summary yetMark Dredze, Joel Wallenberg2008 · 33 citations
23. Entity Clustering Across Languages ↗Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetSpence Green et al.2012 · 28 citations
24. Using Large Language Models to Promote Health Equity ↗NEJM AI · no summary yetEmma Pierson et al.2023 · 18 citations
25. 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) · no summary yetShiyue Zhang et al.2023 · 12 citations
26. Estimating document frequencies in a speech corpus ↗IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) · no summary yetDamianos Karakos et al.2011 · 12 citations
27. Task Matters: Knowledge Requirements Shape LLM Responses to Context–Memory ConflictFindings of the Association for Computational LinguisticsKaiser Sun, Fan Bai, Mark Dredze2026 · 3 citations

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