🖨️ Works of Springer Science+Business Media

51 works · the most cited first · ← Springer Science+Business Media

1. End-to-End Object Detection with TransformersNicolas Carion, Francisco Massa, Gabriel Synnaeve, et al.2020 · 16,761 citations
2. Bagging PredictorsLeo Breiman1996 · 16,493 citations
3. Text Categorization with Support Vector Machines: Learning with Many Relevant FeaturesThorsten Joachims1998 · 8,304 citations
4. Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationRamprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, et al.2016 · 6,327 citations
5. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image AnnotationsRanjay Krishna, Yuke Zhu, Oliver Groth, et al.2016 · 5,747 citations
6. Instance-Based Learning AlgorithmsDavid W. Aha, Dennis Kibler, Marc K. Albert1991 · 5,248 citations
7. UNITER: UNiversal Image-TExt Representation LearningYen-Chun Chen, Linjie Li, Licheng Yu, et al.2019 · 2,344 citations
8. Oscar: Object-Semantics Aligned Pre-training for Vision-Language TasksXiujun Li, Xi Yin, Chunyuan Li, et al.2020 · 1,827 citations
9. Pre-trained Models for Natural Language Processing: A SurveyXipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,740 citations
10. Multiword Expressions: A Pain in the Neck for NLPIvan A. Sag, Timothy Baldwin, Francis Bond, et al.2002 · 1,497 citations
11. Hedges: A Study in Meaning Criteria and the Logic of Fuzzy ConceptsGeorge Lakoff1973 · 1,486 citations
12. Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringYash Goyal, Tejas Khot, Douglas Summers-Stay, et al.2016 · 1,169 citations
13. Modeling Context in Referring ExpressionsLicheng Yu, Patrick Poirson, Shan Yang, et al.2016 · 1,165 citations
14. MMBench: Is Your Multi-modal Model an All-around Player?Yuan Liu, Haodong Duan, Yuanhan Zhang, et al.2023 · 907 citations
15. OCR-free Document Understanding TransformerGeewook Kim, Teakgyu Hong, Moonbin Yim, et al.2021 · 580 citations
16. Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?Christopher D. Manning2011 · 510 citations
17. A-OKVQA: A Benchmark for Visual Question Answering using World KnowledgeDustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.2022 · 490 citations
18. ShareGPT4V: Improving Large Multi-Modal Models with Better CaptionsLin Chen, Jinsong Li, Xiaoyi Dong, et al.2023 · 441 citations
19. Gender Bias in Neural Natural Language ProcessingKaiji Lu, Piotr Mardziel, Fangjing Wu, et al.2018 · 394 citations
20. TextWorld: A Learning Environment for Text-based GamesMarc-Alexandre Cote, Akos Kadar, Xingdi Yuan, et al.2018 · 331 citations
21. A massively parallel corpus: the Bible in 100 languagesChristos Christodouloupoulos, Mark J. Steedman2014 · 317 citations
22. A Transformer-based approach to Irony and Sarcasm detectionRolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios Stafylopatis2019 · 312 citations
23. An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language ModelsLiang Chen, Haozhe Zhao, Tianyu Liu, et al.2024 · 276 citations
24. MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?Renrui Zhang, Dongzhi Jiang, Yichi Zhang, et al.2024 · 231 citations
25. LinGO Redwoods: A Rich and Dynamic Treebank for HPSGStephan Oepen, Dan Flickinger, Kristina Toutanova, et al.2004 · 200 citations
26. IGTree: Using Trees for Compression and Classification in Lazy Learning AlgorithmsWalter Daelemans, Antal van den Bosch, Ton Weijters1997 · 191 citations
27. CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question AnsweringNirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, et al.2024 · 154 citations
28. Automatic Interpretation of Noun Compounds Using WordNet SimilaritySu Nam Kim, Timothy Baldwin2005 · 134 citations
29. MorphoLex: A derivational morphological database for 70,000 English wordsClaudia H. Sánchez-Gutiérrez, Hugo Mailhot, S. Hélène Deacon, et al.2018 · 115 citations
30. Arabic Fake News Detection Based on Deep Contextualized Embedding ModelsAli Bou Nassif, Ashraf Elnagar, Omar Elgendy, et al.2022 · 90 citations
31. Evaluating Various Tokenizers for Arabic Text ClassificationZaid Alyafeai, Maged S. Al-shaibani, Mustafa Ghaleb, et al.2021 · 66 citations
32. Arabic aspect sentiment polarity classification using BERTMohammed M.Abdelgwad, Taysir Hassan A Soliman, Ahmed I.Taloba2021 · 60 citations
33. Sentiment Analysis Dataset in Moroccan Dialect: Bridging the Gap Between Arabic and Latin Scripted dialectMouad Jbel, Mourad Jabrane, Imad Hafidi, et al.2023 · 35 citations
34. Detecting Suicidality in Arabic Tweets Using Machine Learning and Deep Learning TechniquesAsma Abdulsalam, Areej Alhothali, Saleh Al-Ghamdi2023 · 29 citations
35. Offensive Language Detection in Under-resourced Algerian Dialectal Arabic LanguageOussama Boucherit, Kheireddine Abainia2022 · 19 citations
36. Propaganda to Hate: A Multimodal Analysis of Arabic Memes with Multi-Agent LLMsFiroj Alam, Md. Rafiul Biswas, Uzair Shah, et al.2024 · 18 citations
37. A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification CapabilityXiaofeng Yang, Jian Su, Chew Lim Tan2005 · 17 citations
38. New Arabic Medical Dataset for Diseases ClassificationJaafar Hammoud, Aleksandra Vatian, Natalia Dobrenko, et al.2021 · 14 citations
39. Detecting Stance of Authorities towards Rumors in Arabic Tweets: A Preliminary StudyFatima Haouari, Tamer Elsayed2023 · 12 citations
40. Restoring Arabic vowels through omission-tolerant dictionary lookupAlexis Amid Neme, Sebastien Paumier2019 · 12 citations
41. Calliar: An Online Handwritten Dataset for Arabic CalligraphyZaid Alyafeai, Maged S. Al-shaibani, Mustafa Ghaleb, et al.2021 · 8 citations
42. Personality Analysis for Social Media Users using Arabic language and its Effect on Sentiment AnalysisMokhaiber Dandash, Masoud Asadpour2024 · 7 citations
43. MultiProSE: A Multi-label Arabic Dataset for Propaganda, Sentiment, and Emotion DetectionLubna Al-Henaki, Hend Al-Khalifa, Abdulmalik Al-Salman, et al.2025 · 5 citations
44. The Knesset Corpus: An Annotated Corpus of Hebrew Parliamentary ProceedingsGili Goldin, Nick Howell, Noam Ordan, et al.2024 · 5 citations
45. EHSAN: Leveraging ChatGPT in a Hybrid Framework for Arabic Aspect-Based Sentiment Analysis in HealthcareEman Alamoudi, Ellis Solaiman2025 · 4 citations
46. Arabic ASR on the SADA Large-Scale Arabic Speech Corpus with Transformer-Based ModelsBranislav Gerazov, Marcello Politi, Sebastien Bratieres2025 · 4 citations
47. Semantically Corrected Amharic Automatic Speech RecognitionSamuael Adnew, Paul Pu Liang2024 · 3 citations
48. "You are Cursed by the God YHW": an early Hebrew inscription from Mt. EbalScott Stripling, Gershon Galil, Ivana Kumpová, et al.2023 · 3 citations
49. AI Text Detectors and the Misclassification of Slightly Polished Arabic TextSaleh Almohaimeed, Saad Almohaimeed, Mousa Jari, et al.2025 · 2 citations
50. Dhati+: Fine-tuned Large Language Models for Arabic Subjectivity EvaluationSlimane Bellaouar, Attia Nehar, Soumia Souffi, et al.2025
51. An interpersonal sketch of the biblical Hebrew clauseEric Todd Racher2017

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