🧑‍🔬 Veselin Stoyanov — all works

30 works · ← Veselin Stoyanov

1. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Mike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,856 citations
2. RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692Yinhan Liu, Myle Ott, Naman Goyal, et al.2019 · 9,837 citations
3. Unsupervised Cross-lingual Representation Learning at Scale ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetAlexis Conneau et al.2020 · 9,468 citations
4. XNLI: Evaluating Cross-lingual Sentence Representations ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetAlexis Conneau et al.2018 · 1,885 citations
5. 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
6. SemEval-2014 Task 9: Sentiment Analysis in TwitterInternational Workshop on Semantic Evaluation (SemEval)Sara Rosenthal, Alan Ritter, Preslav Nakov, et al.2014 · 741 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. Emerging Cross-lingual Structure in Pretrained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 382 citations
9. Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-ArtWorkshop on Clinical Natural Language Processing (Clinical NLP) @ LRECPatrick Lewis, Myle Ott, Jingfei Du, et al.2020 · 241 citations
10. 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
11. Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-ArtVeselin Stoyanov, Nathan Gilbert, Claire Cardie, et al.English · 199 citations
12. Self-training Improves Pre-training for Natural Language UnderstandingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jingfei Du, Edouard Grave, Beliz Gunel, et al.2021 · 172 citations
13. A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYing Lin et al.2018 · 141 citations
14. Few-shot Learning with Multilingual Generative Language Models ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetXi Victoria Lin et al.2022 · 133 citations
15. Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model ↗arXiv:1912.09637 · no summary yetWenhan Xiong et al.2019 · 117 citations
16. Coreference Resolution with ReconcileAnnual Meeting of the Association for Computational Linguistics (ACL)Veselin Stoyanov, Claire Cardie, Nathan Gilbert, et al.2010 · 114 citations
17. Efficient Large Scale Language Modeling with Mixtures of Experts ↗arXiv:2112.10684 · no summary yetMikel Artetxe et al.2021 · 113 citations
18. Complementary Explanations for Effective In-Context LearningFindings of the Association for Computational LinguisticsXi Ye, Srinivasan Iyer, Asli Celikyilmaz, et al.2023 · 106 citations
19. Simple Fusion: Return of the Language Model ↗Proceedings of the Third Conference on Machine Translation: Research Papers · no summary yetFelix Stahlberg, James Cross, Veselin Stoyanov2018 · 92 citations
20. Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Veselin Stoyanov, Claire Cardie2006 · 90 citations
21. Prompt-free and Efficient Few-shot Learning with Language Models ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRabeeh Karimi Mahabadi et al.2022 · 68 citations
22. Training Trajectories of Language Models Across Scales ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMengzhou Xia et al.2023 · 60 citations
23. Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs ↗arXiv:2111.13654 · no summary yetPeter Hase et al.2021 · 60 citations
24. Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Peter Hase, Mona Diab, Asli Celikyilmaz, et al.2023 · 51 citations
25. Easy-first Coreference ResolutionInternational Conference on Computational Linguistics (COLING)Veselin Stoyanov, Jason Eisner2012 · 26 citations
26. Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetMengzhou Xia et al.2022 · 21 citations
27. On the Role of Bidirectionality in Language Model Pre-Training ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetMikel Artetxe et al.2022 · 17 citations
28. PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models ↗arXiv (Cornell University) · no summary yetRabeeh Karimi Mahabadi et al.2022 · 14 citations
29. Continual Few-Shot Learning for Text Classification ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetRamakanth Pasunuru, Veselin Stoyanov, Mohit Bansal2021 · 14 citations
30. SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl, et al.2026 · 4 citations

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