🧑‍🔬 Who cites Alexey Romanov

408 citations of their works from 408 papers of our library (of the 141,840 whose bibliographies we read) · 36 with a page here, the most cited first · ← Alexey Romanov

1. Longformer: The Long-Document TransformerarXiv:2004.05150Iz Beltagy, Matthew E. Peters, Arman Cohan2020 · 3,836 citations
2. UNITER: UNiversal Image-TExt Representation LearningLecture notes in computer scienceYen-Chun Chen, Linjie Li, Licheng Yu, et al.2019 · 2,356 citations
3. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsarXiv:2206.04615 · Transactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5BvosjAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,703 citations
4. Publicly Available Clinical BERT EmbeddingsarXiv:1904.03323Emily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,226 citations
5. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking DatasetsBioNLP Shared Task WorkshopYifan Peng, Shankai Yan, Zhiyong Lu2019 · 1,082 citations
6. Explainability for Large Language Models: A SurveyACM Transactions on Intelligent Systems and TechnologyHaiyan Zhao, Hanjie Chen, Fan Yang, et al.2023 · 785 citations
7. Revealing the Dark Secrets of BERTarXiv:1908.08593Olga Kovaleva, Alexey Romanov, Anna Rogers, et al.2019 · 745 citations
8. The Flan Collection: Designing Data and Methods for Effective Instruction TuningarXiv:2301.13688Shayne Longpre, Le Hou, Tu Vu, et al.2023 · 592 citations
9. HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP)Linjie Li, Yen-Chun Chen, Yu Cheng, et al.2020 · 468 citations
10. Information-Theoretic Probing with Minimum Description LengthConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Ivan Titov2020 · 340 citations
11. Attention is Not Only a Weight: Analyzing Transformers with Vector NormsConference on Empirical Methods in Natural Language Processing (EMNLP)Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, et al.2020 · 268 citations
12. Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-ArtClinical Natural Language Processing WorkshopPatrick Lewis, Myle Ott, Jingfei Du, et al.2020 · 241 citations
13. What Happens To BERT Embeddings During Fine-tuning?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPAmil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 218 citations
14. CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From CharactersInternational Conference on Computational Linguistics (COLING)Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, et al.2020 · 204 citations
15. Model Tells You What to Discard: Adaptive KV Cache Compression for LLMsarXiv:2310.01801Suyu Ge, Yunan Zhang, Liyuan Liu, et al.2023 · 198 citations
16. 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 · 189 citations
17. Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights CasesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, et al.2021 · 167 citations
18. Language Model Behavior: A Comprehensive SurveyComputational LinguisticsTyler A. Chang, Benjamin K. Bergen2024 · 148 citations
19. Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Fangyu Liu, Ivan Vulić, Anna Korhonen, et al.2021 · 147 citations
20. The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-TuningConference on Empirical Methods in Natural Language Processing (EMNLP)Seungone Kim, Se Joo, Doyoung Kim, et al.2023 · 116 citations
21. MoEfication: Transformer Feed-forward Layers are Mixtures of ExpertsFindings of the Association for Computational LinguisticsZhengyan Zhang, Yankai Lin, Zhiyuan Liu, et al.2022 · 115 citations
22. Probing Across Time: What Does RoBERTa Know and When?Findings of the Association for Computational LinguisticsLeo Z. Liu, Yizhong Wang, Jungo Kasai, et al.2021 · 94 citations
23. BERT Busters: Outlier Dimensions that Disrupt TransformersFindings of the Association for Computational LinguisticsOlga Kovaleva, Saurabh Kulshreshtha, Anna Rogers, et al.2021 · 90 citations
24. An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language InferenceConference on Computational Natural Language Learning (CoNLL)Tianyu Liu, Xin Zheng, Xiaoan Ding, et al.2020 · 36 citations
25. MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical DomainAnnual Meeting of the Association for Computational Linguistics (ACL)Christine Herlihy, Rachel Rudinger2021 · 30 citations
26. BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Aina Garí Soler, Marianna Apidianaki2020 · 30 citations
27. Context Matters: A Pragmatic Study of PLMs' Negation UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Reto Gubelmann, Siegfried Handschuh2022 · 28 citations
28. Cross-lingual Zero Pronoun ResolutionLanguage Resources and Evaluation Conference (LREC)Abdulrahman Aloraini, Massimo Poesio2020 · 20 citations
29. Capture Human Disagreement Distributions by Calibrated Networks for Natural Language InferenceFindings of the Association for Computational LinguisticsYuxia Wang, Minghan Wang, Yimeng Chen, et al.2022 · 15 citations
30. Partial-input baselines show that NLI models can ignore context, but they don't.Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Neha Srikanth, Rachel Rudinger2022 · 13 citations
31. Towards the Necessity for Debiasing Natural Language Inference DatasetsLanguage Resources and Evaluation Conference (LREC)Mithun Paul Panenghat, Sandeep Suntwal, Faiz Rafique, et al.2020 · 13 citations
32. Anaphoric Zero Pronoun Identification: A Multilingual ApproachWorkshop on Computational Models of Reference, Anaphora and Coreference (CRAC)Abdulrahman Aloraini, Massimo Poesio2020 · 10 citations
33. ArNLI: Arabic Natural Language Inference for Entailment and Contradiction DetectionarXiv:2209.13953 · (2023) Computer Science, 24(2)Khloud Al Jallad, Nada Ghneim2022 · 9 citations
34. Fine-grained Information Status Classification Using Discourse Context-Aware BERTYufang Hou2020 · 9 citations
35. A guide to the dataset explosion in QA, NLI, and commonsense reasoningAnna Rogers, Anna Rumshisky2020 · 4 citations
36. DeformAr: Rethinking NER Evaluation through Component Analysis and Visual AnalyticsarXiv:2512.00938Ahmed Mustafa Younes2025

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