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Preslav Nakov — all works

106 works · page 1 of 2 · 1–100 · ← Preslav Nakov

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  1. SemEval-2017 Task 4: Sentiment Analysis in TwitterInternational Workshop on Semantic Evaluation (SemEval)Sara Rosenthal, Noura Farra, Preslav Nakov2017 · 1,163 citations
  2. Predicting the Type and Target of Offensive Posts in Social MediaConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,119 citations
  3. SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)International Workshop on Semantic Evaluation (SemEval)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,113 citations
  4. SemEval-2016 Task 4: Sentiment Analysis in TwitterInternational Workshop on Semantic Evaluation (SemEval)Preslav Nakov, Alan Ritter, Sara Rosenthal, et al.2016 · 1,083 citations
  5. SemEval-2014 Task 9: Sentiment Analysis in TwitterInternational Workshop on Semantic Evaluation (SemEval)Sara Rosenthal, Alan Ritter, Preslav Nakov, et al.2014 · 741 citations
  6. SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020) ↗Proceedings of the Fourteenth Workshop on Semantic Evaluation · no summary yetMarcos Zampieri et al.2020 · 643 citations
  7. SemEval-2015 Task 10: Sentiment Analysis in TwitterInternational Workshop on Semantic Evaluation (SemEval)Sara Rosenthal, Preslav Nakov, Svetlana Kiritchenko, et al.2015 · 492 citations
  8. Fine-Grained Analysis of Propaganda in News ArticlesConference on Empirical Methods in Natural Language Processing (EMNLP)Giovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
  9. SemEval-2020 Task 11: Detection of Propaganda Techniques in News ArticlesInternational Workshop on Semantic Evaluation (SemEval)Giovanni Da San Martino, Alberto Barrón-Cedeño, Henning Wachsmuth, et al.2020 · 371 citations
  10. Predicting Factuality of Reporting and Bias of News Media SourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Ramy Baly, Georgi Karadzhov, Dimitar Alexandrov, et al.2018 · 335 citations
  11. SemEval-2016 Task 3: Community Question AnsweringInternational Workshop on Semantic Evaluation (SemEval)Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, et al.2016 · 319 citations
  12. SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of NominalsInternational Workshop on Semantic Evaluation (SemEval)Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, et al.2010 · 292 citations
  13. Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared TaskInternational Conference on Computational Linguistics (COLING)Shervin Malmasi, Marcos Zampieri, Nikola Ljubešić, et al.2016 · 287 citations
  14. SemEval-2017 Task 3: Community Question AnsweringInternational Workshop on Semantic Evaluation (SemEval)Preslav Nakov, Doris Hoogeveen, Lluís Màrquez, et al.2017 · 262 citations
  15. Findings of the VarDial Evaluation Campaign 2017Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial)Marcos Zampieri, Shervin Malmasi, Nikola Ljubešić, et al.2017 · 261 citations
  16. MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their TargetsFindings of the Association for Computational LinguisticsShraman Pramanick, Shivam Sharma, Dimitar Dimitrov, et al.2021 · 212 citations
  17. SemEval-2015 Task 3: Answer Selection in Community Question Answering ↗Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) · no summary yetPreslav Nakov et al.2015 · 209 citations
  18. SemEval-2013 Task 2: Sentiment Analysis in TwitterJoint Conference on Lexical and Computational Semantics (*SEM)Preslav Nakov, Sara Rosenthal, Zornitsa Kozareva, et al.2013 · 201 citations
  19. We Can Detect Your Bias: Predicting the Political Ideology of News ArticlesConference on Empirical Methods in Natural Language Processing (EMNLP)Ramy Baly, Giovanni Da San Martino, James Glass, et al.2020 · 199 citations
  20. That is a Known Lie: Detecting Previously Fact-Checked ClaimsAnnual Meeting of the Association for Computational Linguistics (ACL)Shaden Shaar, Nikolay Babulkov, Giovanni Da San Martino, et al.2020 · 193 citations
  21. Compressing Large-Scale Transformer-Based Models: A Case Study on BERTTransactions of the Association for Computational Linguistics (TACL)Prakhar Ganesh, Yao Chen, Xin Lou, et al.2021 · 190 citations
  22. A Survey on Stance Detection for Mis- and Disinformation IdentificationFindings of the Association for Computational LinguisticsMomchil Hardalov, Arnav Arora, Preslav Nakov, et al.2022 · 188 citations
  23. Integrating Stance Detection and Fact Checking in a Unified CorpusConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ramy Baly, Mitra Mohtarami, James Glass, et al.2018 · 186 citations
  24. Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetFiroj Alam et al.2021 · 182 citations
  25. On the Risk of Misinformation Pollution with Large Language ModelsFindings of the Association for Computational LinguisticsYikang Pan, Liangming Pan, Wenhu Chen, et al.2023 · 179 citations
  26. DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated TextFindings of the Association for Computational LinguisticsJinyan Su, Terry Zhuo, Di Wang, et al.2023 · 172 citations
  27. Detecting Harmful Memes and Their TargetsFindings of the Association for Computational LinguisticsShraman Pramanick, Dimitar Dimitrov, Rituparna Mukherjee, et al.2021 · 171 citations
  28. Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation CampaignWorkshop on NLP for Similar Languages, Varieties and Dialects (VarDial)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2018 · 170 citations
  29. Overview of the DSL Shared Task 2015LT4VarDial 2015Marcos Zampieri, Liling Tan, Nikola Ljubešić, et al.2015 · 164 citations
  30. Finding Opinion Manipulation Trolls in News Community Forums ↗Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yetTodor Mihaylov, Georgi Georgiev, Preslav Nakov2015 · 162 citations
  31. Automatic Stance Detection Using End-to-End Memory NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mitra Mohtarami, Ramy Baly, James Glass, et al.2018 · 157 citations
  32. SemEval-2023 Task 3: Detecting the Category, the Framing, and the Persuasion Techniques in Online News in a Multi-lingual SetupInternational Workshop on Semantic Evaluation (SemEval)Jakub Piskorski, Nicolas Stefanovitch, Giovanni Da San Martino, et al.2023 · 150 citations
  33. Fact-Checking Complex Claims with Program-Guided ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Liangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 146 citations
  34. Using Discourse Structure Improves Machine Translation Evaluation ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetFrancisco Guzmán et al.2014 · 145 citations
  35. Detecting Propaganda Techniques in Memes ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetDimitar Dimitrov et al.2021 · 136 citations
  36. Overview of the WANLP 2022 Shared Task on Propaganda Detection in ArabicArabic Natural Language Processing Workshop (WANLP)Firoj Alam, Hamdy Mubarak, Wajdi Zaghouani, et al.2022 · 119 citations
  37. Fact-Checking Meets Fauxtography: Verifying Claims About Images ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetDimitrina Zlatkova, Preslav Nakov, Ivan Koychev2019 · 119 citations
  38. ArabicMMLU: Assessing Massive Multitask Language Understanding in ArabicFindings of the Association for Computational LinguisticsFajri Koto, Haonan Li, Sara Shatnawi, et al.2024 · 117 citations
  39. Pronoun-Focused MT and Cross-Lingual Pronoun Prediction: Findings of the 2015 DiscoMT Shared Task on Pronoun Translation ↗Proceedings of the Second Workshop on Discourse in Machine Translation · no summary yetChristian Hardmeier et al.2015 · 116 citations
  40. Predicting the Topical Stance and Political Leaning of Media using Tweets ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetPeter Stefanov et al.2020 · 109 citations
  41. Adversarial Domain Adaptation for Duplicate Question Detection ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDarsh Shah et al.2018 · 109 citations
  42. SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetSara Rosenthal et al.2021 · 102 citations
  43. Hunting for Troll Comments in News Community Forums ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetTodor Mihaylov, Preslav Nakov2016 · 99 citations
  44. SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums ↗Proceedings of the 13th International Workshop on Semantic Evaluation · no summary yetTsvetomila Mihaylova et al.2019 · 98 citations
  45. A Survey of Confidence Estimation and Calibration in Large Language Models ↗arXiv:2311.08298 · no summary yetJiahui Geng et al.2023 · 97 citations
  46. Fact-Checking the Output of Large Language Models via Token-Level Uncertainty QuantificationFindings of the Association for Computational LinguisticsEkaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, et al.2024 · 96 citations
  47. Cross-Domain Label-Adaptive Stance DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Momchil Hardalov, Arnav Arora, Preslav Nakov, et al.2021 · 96 citations
  48. Do-Not-Answer: Evaluating Safeguards in LLMsFindings of the Association for Computational LinguisticsYuxia Wang, Haonan Li, Xudong Han, et al.2024 · 93 citations
  49. What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetRamy Baly et al.2020 · 93 citations
  50. Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetRamy Baly et al.2019 · 91 citations
  51. ClaimRank: Detecting Check-Worthy Claims in Arabic and EnglishConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Israa Jaradat, Pepa Gencheva, Alberto Barrón-Cedeño, et al.2018 · 91 citations
  52. SemEval-2007 Task 04: Classification of Semantic Relations between NominalsInternational Workshop on Semantic EvaluationsRoxana Girju, Preslav Nakov, Vivi Nastase, et al.2007 · 91 citations
  53. Optimizing for Sentence-Level BLEU+1 Yields Short Translations ↗Proceedings of COLING 2012 · no summary yetPreslav Nakov, Francisco Guzman, Stephan Vogel2012 · 85 citations
  54. A Survey of Confidence Estimation and Calibration in Large Language Models ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetJiahui Geng et al.2024 · 84 citations
  55. Prta: A System to Support the Analysis of Propaganda Techniques in the News ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetGiovanni Da San Martino et al.2020 · 83 citations
  56. SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings ↗Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) · no summary yetTodor Mihaylov, Preslav Nakov2016 · 81 citations
  57. Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMsarXiv:2308.13387Yuxia Wang, Haonan Li, Xudong Han, et al.2023 · 78 citations
  58. Factuality of Large Language Models: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Yuxia Wang, Minghan Wang, Muhammad Arslan Manzoor, et al.2024 · 77 citations
  59. QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and EnglishInternational Workshop on Semantic Evaluation (SemEval)Massimo Nicosia, Simone Filice, Alberto Barrón-Cedeño, et al.2015 · 76 citations
  60. SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and ImagesInternational Workshop on Semantic Evaluation (SemEval)Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, et al.2021 · 75 citations
  61. Pairwise Neural Machine Translation Evaluation ↗Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetFrancisco Guzmán et al.2015 · 70 citations
  62. ArAIEval Shared Task: Persuasion Techniques and Disinformation Detection in Arabic TextArabic Natural Language Processing Conference (ArabicNLP)Maram Hasanain, Firoj Alam, Hamdy Mubarak, et al.2023 · 67 citations
  63. SemEval-2010 Task 9: The Interpretation of Noun Compounds Using Paraphrasing Verbs and Prepositions ↗Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions (SEW-2009) · no summary yetCristina Butnariu et al.2009 · 64 citations
  64. DiscoTK: Using Discourse Structure for Machine Translation Evaluation ↗Proceedings of the Ninth Workshop on Statistical Machine Translation · no summary yetShafiq Joty et al.2014 · 61 citations
  65. Overview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims. Task 1: Check-WorthinessarXiv:1808.05542 · CLEF-2018Pepa Atanasova, Alberto Barron-Cedeno, Tamer Elsayed, et al.2018 · 55 citations
  66. SemEval-2 Task 9: The Interpretation of Noun Compounds Using Paraphrasing Verbs and Prepositions ↗Proceedings of the 5th International Workshop on Semantic Evaluation · no summary yetCristina Butnariu et al.2010 · 46 citations
  67. SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application ScenariosInternational Workshop on Semantic Evaluation (SemEval)Daniil Orel, Dilshod Azizov, Indraneil Paul, et al.2026 · 41 citations
  68. AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact CheckingWorkshop on NLP for Internet Freedom: Censorship, Disinformation, and PropagandaTariq Alhindi, Amal Alabdulkarim, Ali Alshehri, et al.2021 · 41 citations
  69. Machine Translation Evaluation with Neural Networks ↗arXiv:1710.02095 · Computer Speech & Language 45: 180-200 (2017) · no summary yetFrancisco Guzman et al.2017 · 41 citations
  70. Discourse Structure in Machine Translation EvaluationComputational LinguisticsShafiq Joty, Francisco Guzmán, Lluís Màrquez, et al.2017 · 40 citations
  71. Machine Translation Evaluation Meets Community Question Answering ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetFrancisco Guzmán, Lluís Màrquez, Preslav Nakov2016 · 37 citations
  72. Improved statistical machine translation using monolingual paraphrases ↗arXiv:2109.15119 · ECAI-2008 · no summary yetPreslav Nakov2008 · 36 citations
  73. A Second Pandemic? Analysis of Fake News about COVID-19 Vaccines in QatarRecent Advances in Natural Language Processing (RANLP)Preslav Nakov, Firoj Alam, Shaden Shaar, et al.2021 · 33 citations
  74. Findings of the 2017 DiscoMT Shared Task on Cross-lingual Pronoun Prediction ↗Proceedings of the Third Workshop on Discourse in Machine Translation · no summary yetSharid Loáiciga et al.2017 · 31 citations
  75. Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetPrathyusha Jwalapuram et al.2019 · 30 citations
  76. NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetRevanth Gangi Reddy et al.2022 · 27 citations
  77. AICD Bench: A Challenging Benchmark for AI-Generated Code DetectionConference of the European Chapter of the Association for Computational Linguistics (EACL)Daniil Orel, Dilshod Azizov, Indraneil Paul, et al.2026 · 23 citations
  78. Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of ClaimsarXiv:2109.15118 · CLEF-2019Tamer Elsayed, Preslav Nakov, Alberto Barron-Cedeno, et al.2019 · 23 citations
  79. MTE-NN at SemEval-2016 Task 3: Can Machine Translation Evaluation Help Community Question Answering? ↗Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) · no summary yetFrancisco Guzmán, Preslav Nakov, Lluís Màrquez2016 · 23 citations
  80. Arabic Dataset for LLM Safeguard EvaluationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yasser Ashraf, Yuxia Wang, Bin Gu, et al.2025 · 22 citations
  81. Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Lang Gao, Jiahui Geng, Xiangliang Zhang, et al.2025 · 19 citations
  82. Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic DialectWorkshop on Language Models for Low-Resource LanguagesGuokan Shang, Hadi Abdine, Yousef Khoubrane, et al.2025 · 18 citations
  83. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Jundong Xu, Hao Fei, Meng Luo, et al.2025 · 16 citations
  84. BALSAM: A Platform for Benchmarking Arabic Large Language ModelsArabic Natural Language Processing Conference (ArabicNLP)Rawan Al-Matham, Kareem Darwish, Raghad Al-Rasheed, et al.2025 · 14 citations
  85. Paraphrasing Verbs for Noun Compound Interpretation ↗arXiv:1911.08762 · MWE-2008 · no summary yetPreslav Nakov2008 · 11 citations
  86. Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Artem Vazhentsev, Ekaterina Fadeeva, Rui Xing, et al.2025 · 10 citations
  87. DialectalArabicMMLU: Benchmarking Dialectal Capabilities in Arabic and Multilingual Language ModelsLanguage Resources and Evaluation Conference (LREC)Malik H. Altakrori, Nizar Habash, Teresa Lynn, et al.2026 · 9 citations
  88. Nile-Chat: Egyptian Language Models for Arabic and Latin ScriptsArabic Natural Language Processing Conference (ArabicNLP)Guokan Shang, Hadi Abdine, Ahmad Chamma, et al.2025 · 9 citations
  89. FinCARDS: Card-Based Analyst Reranking for Financial Document Question AnsweringFindings of the Association for Computational LinguisticsYixi Zhou, Fan Zhang, YU Chen, et al.2026 · 8 citations
  90. Exploring the Limitations of Detecting Machine-Generated TextInternational Conference on Computational Linguistics (COLING)Jad Doughman, Osama Mohammed Afzal, Hawau Olamide Toyin, et al.2025 · 7 citations
  91. IITD at WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda DetectionArabic Natural Language Processing Workshop (WANLP)Shubham Mittal, Preslav Nakov2022 · 7 citations
  92. Can LLMs Automate Fact-Checking Article Writing?Transactions of the Association for Computational Linguistics (TACL)Dhruv Sahnan, David Corney, Irene Larraz, et al.2026 · 5 citations
  93. Egyptian Arabic to English Statistical Machine Translation System for NIST OpenMT'2015 ↗arXiv:1606.05759 · no summary yetHassan Sajjad et al.2016 · 5 citations
  94. FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive LearningConference of the European Chapter of the Association for Computational Linguistics (EACL)Minh Ngoc Ta, Dong Cao Van, Duc-Anh Hoang, et al.2026 · 3 citations
  95. LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch ↗arXiv (Cornell University) · no summary yetZhengzhong Liu et al.2025 · 3 citations
  96. COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking ExplanationsFindings of the Association for Computational LinguisticsRui Xing, Preslav Nakov, Timothy Baldwin, et al.2026 · 2 citations
  97. Instruction-Guided Poetry Generation in Arabic and Its DialectsFindings of the Association for Computational LinguisticsAbdelrahman Sadallah, Kareem Elozeiri, Mervat Abassy, et al.2026 · 2 citations
  98. Beyond the Crowd: LLM-Augmented Community Notes for Governing Health MisinformationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaying Wu, Zihang Fu, Haonan Wang, et al.2026 · 1 citation
  99. Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMsarXiv:2607.03936Kareem Elozeiri, Mervat Abassy, Omar Kallas, et al.2026 · 1 citation
  100. From Multiple-Choice to Extractive QA: A Case Study for English and ArabicInternational Conference on Computational Linguistics (COLING)Teresa Lynn, Malik H. Altakrori, Samar M. Magdy, et al.2025 · 1 citation

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