🧑‍🔬 Dirk Hovy — all works

41 works · ← Dirk Hovy

1. Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on TwitterNAACL Student Research WorkshopZeerak Waseem, Dirk Hovy2016 · 2,169 citations
2. The Social Impact of Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Dirk Hovy, Shannon L. Spruit2016 · 523 citations
3. Learning Whom to Trust with MACEConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dirk Hovy, Taylor Berg-Kirkpatrick, Ashish Vaswani, et al.2013 · 473 citations
4. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceAnnual Meeting of the Association for Computational Linguistics (ACL)Federico Bianchi, Silvia Terragni, Dirk Hovy2021 · 366 citations
5. XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language ModelsarXiv:2308.01263Paul Rottger, Hannah Rose Kirk, Bertie Vidgen, et al.2023 · 244 citations
6. Demographic Factors Improve Classification PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL)Dirk Hovy2015 · 244 citations
7. The Importance of Modeling Social Factors of Language: Theory and PracticeConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dirk Hovy, Diyi Yang2021 · 238 citations
8. Two Contrasting Data Annotation Paradigms for Subjective NLP TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Paul Röttger, Bertie Vidgen, Dirk Hovy, et al.2022 · 220 citations
9. Cross-lingual Contextualized Topic Models with Zero-shot LearningConference of the European Chapter of the Association for Computational Linguistics (EACL)Federico Bianchi, Silvia Terragni, Dirk Hovy, et al.2021 · 215 citations
10. Personality Traits on Twitter–-or–-How to Get 1,500 Personality Tests in a Week ↗Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis · no summary yetBarbara Plank, Dirk Hovy2015 · 209 citations
11. Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewAnnual Meeting of the Association for Computational Linguistics (ACL)Deven Shah, H. Andrew Schwartz, Dirk Hovy2019 · 207 citations
12. HONEST: Measuring Hurtful Sentence Completion in Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Debora Nozza, Federico Bianchi, Dirk Hovy2021 · 191 citations
13. We Need to Consider Disagreement in EvaluationProceedings of the 1st Workshop on Benchmarking: Past, Present and FutureValerio Basile, Michael Fell, Tommaso Fornaciari, et al.2021 · 186 citations
14. Learning part-of-speech taggers with inter-annotator agreement lossConference of the European Chapter of the Association for Computational Linguistics (EACL)Barbara Plank, Dirk Hovy, Anders Søgaard2014 · 179 citations
15. Linguistically debatable or just plain wrong?Annual Meeting of the Association for Computational Linguistics (ACL)Barbara Plank, Dirk Hovy, Anders Søgaard2014 · 172 citations
16. Tagging Performance Correlates with Author AgeAnnual Meeting of the Association for Computational Linguistics (ACL)Dirk Hovy, Anders Søgaard2015 · 167 citations
17. Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tommaso Fornaciari, Alexandra Uma, Silviu Paun, et al.2021 · 142 citations
18. Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Röttger, Valentin Hofmann, Valentina Pyatkin, et al.2024 · 137 citations
19. Comparing Bayesian Models of AnnotationTransactions of the Association for Computational Linguistics (TACL)Silviu Paun, Bob Carpenter, Jon Chamberlain, et al.2018 · 130 citations
20. Cross-lingual syntactic variation over age and gender ↗Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yetAnders Johannsen, Dirk Hovy, Anders Søgaard2015 · 125 citations
21. SemEval-2016 Task 10: Detecting Minimal Semantic Units and their Meanings (DiMSUM)International Workshop on Semantic Evaluation (SemEval)Nathan Schneider, Dirk Hovy, Anders Johannsen, et al.2016 · 100 citations
22. “My Answer is C”: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language ModelsFindings of the Association for Computational LinguisticsXinpeng Wang, Bolei Ma, Chengzhi Hu, et al.2024 · 91 citations
23. Putting Sarcasm Detection into Context: The Effects of Class Imbalance and Manual Labelling on Supervised Machine Classification of Twitter ConversationsACL Student Research WorkshopGavin Abercrombie, Dirk Hovy2016 · 85 citations
24. Learning a POS tagger for AAVE-like languageAnna Jørgensen, Dirk Hovy, Anders SøgaardEnglish · 60 citations
25. Augmenting English Adjective Senses with SupersensesLanguage Resources and Evaluation Conference (LREC)Yulia Tsvetkov, Nathan Schneider, Dirk Hovy, et al.2014 · 57 citations
26. SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model SafetyarXiv:2404.05399Paul Rottger, Fabio Pernisi, Bertie Vidgen, et al.2024 · 33 citations
27. What Can Natural Language Processing Do for Peer Review? ↗arXiv:2405.06563 · no summary yetIlia Kuznetsov et al.2024 · 33 citations
28. SocioProbe: What, When, and Where Language Models Learn about Sociodemographics ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetAnne Lauscher et al.2022 · 24 citations
29. Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text PerceptionsAnnual Meeting of the Association for Computational Linguistics (ACL)Matthias Orlikowski, Jiaxin Pei, Paul Röttger, et al.2025 · 22 citations
30. The AI Gap: How Socioeconomic Status Affects Language Technology InteractionsAnnual Meeting of the Association for Computational Linguistics (ACL)Elisa Bassignana, Amanda Cercas Curry, Dirk Hovy2025 · 20 citations
31. Models and Training for Unsupervised Preposition Sense Disambiguation ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetDirk Hovy et al.2011 · 17 citations
32. IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing AssistanceTransactions of the Association for Computational Linguistics (TACL)Paul Röttger, Musashi Hinck, Valentin Hofmann, et al.2026 · 16 citations
33. Know Your Audience: Do LLMs Adapt to Different Age and Education Levels?arXiv:2312.02065Donya Rooein, Amanda Cercas Curry, Dirk Hovy2023 · 13 citations
34. Socially Aware Language Technologies: Perspectives and PracticesComputational LinguisticsDiyi Yang, Dirk Hovy, David Jurgens, et al.2025 · 12 citations
35. The Call for Socially Aware Language Technologies ↗arXiv (Cornell University) · no summary yetDiyi Yang et al.2024 · 10 citations
36. PATS: Personality-Aware Teaching Strategies with Large Language Model TutorsFindings of the Association for Computational LinguisticsDonya Rooein, Sankalan Pal Chowdhury, Mariia Eremeeva, et al.2026 · 1 citation
37. The Pluralistic Moral Gap: Understanding Moral Judgment and Value Differences between Humans and Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Giuseppe Russo, Debora Nozza, Paul Röttger, et al.2026 · 1 citation
38. Social Intelligence in the Age of LLMs ↗Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 5: Tutorial Abstracts) · no summary yetHao Zhu et al.2025 · 1 citation
39. ACID: On the Perception of Online ClassismLanguage Resources and Evaluation Conference (LREC)Arianna Muti, Elisa Bassignana, Amanda Cercas Curry, et al.2026
40. Exploring Subjective Tasks in Farsi: A Survey Analysis and Evaluation of Language ModelsWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisDonya Rooein, Flor Miriam Plaza-del-Arco, Debora Nozza, et al.2026
41. Natural Language Processing for Mental Health (Dagstuhl Seminar 25,361) ↗TUbilio (Technical University of Darmstadt) · no summary yetDana Atzil–Slonim et al.2026

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