🏢 Works of Amazon

55 works · the most cited first · ← Amazon

1. Array Programming with NumPyCharles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.2020 · 23,591 citations
2. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,205 citations
3. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,548 citations
4. SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,109 citations
5. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and BeyondJingfeng Yang, Hongye Jin, Ruixiang Tang, et al.2023 · 806 citations
6. Automatic Chain of Thought Prompting in Large Language ModelsZhuosheng Zhang, Aston Zhang, Mu Li, et al.2022 · 688 citations
7. BAE: BERT-based Adversarial Examples for Text ClassificationSiddhant Garg, Goutham Ramakrishnan2020 · 665 citations
8. Large Language Models: A SurveyShervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.2024 · 467 citations
9. Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
10. Masked Language Model ScoringJulian Salazar, Davis Liang, Toan Q. Nguyen, et al.2020 · 444 citations
11. Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationMatt Post, David Vilar2018 · 437 citations
12. DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningKashyap Popat, Subhabrata Mukherjee, Andrew Yates, et al.2018 · 388 citations
13. How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. Lipton2018 · 361 citations
14. The Fact Extraction and VERification (FEVER) Shared TaskJames Thorne, Andreas Vlachos, Oana Cocarascu, et al.2018 · 322 citations
15. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question AnsweringZhiguo Wang, Patrick Ng, Xiaofei Ma, et al.2019 · 304 citations
16. DSPy: Compiling Declarative Language Model Calls into Self-Improving PipelinesOmar Khattab, Arnav Singhvi, Paridhi Maheshwari, et al.2023 · 261 citations
17. The Multilingual Amazon Reviews CorpusPhillip Keung, Yichao Lu, György Szarvas, et al.2020 · 255 citations
18. Unlearn Dataset Bias in Natural Language Inference by Fitting the ResidualHe He, Sheng Zha, Haohan Wang2019 · 254 citations
19. A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsS.M Towhidul Islam Tonmoy, S M Mehedi Zaman, Vinija Jain, et al.2024 · 246 citations
20. Training Neural Machine Translation to Apply Terminology ConstraintsGeorgiana Dinu, Prashant Mathur, Marcello Federico, et al.2019 · 242 citations
21. Better Document-level Sentiment Analysis from RST Discourse ParsingParminder Bhatia, Yangfeng Ji, Jacob Eisenstein2015 · 235 citations
22. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
23. Entity-level Factual Consistency of Abstractive Text SummarizationFeng Nan, Ramesh Nallapati, Zhiguo Wang, et al.2021 · 204 citations
24. SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER)Shervin Malmasi, Anjie Fang, Besnik Fetahu, et al.2022 · 190 citations
25. Integrating Stance Detection and Fact Checking in a Unified CorpusRamy Baly, Mitra Mohtarami, James Glass, et al.2018 · 186 citations
26. LawBench: Benchmarking Legal Knowledge of Large Language ModelsZhiwei Fei, Xiaoyu Shen, Dawei Zhu, et al.2023 · 184 citations
27. MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity RecognitionShervin Malmasi, Anjie Fang, Besnik Fetahu, et al.2022 · 181 citations
28. A neural interlingua for multilingual machine translationYichao Lu, Phillip Keung, Faisal Ladhak, et al.2018 · 178 citations
29. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityCunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.2023 · 169 citations
30. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
31. Automatic Stance Detection Using End-to-End Memory NetworksMitra Mohtarami, Ramy Baly, James Glass, et al.2018 · 156 citations
32. A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News TranslationDavid Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, et al.2022 · 155 citations
33. Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not InnocentMarkus Freitag, Nitika Mathur, Chi-kiu Lo, et al.2023 · 155 citations
34. SCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 145 citations
35. SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsDavid Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, et al.2023 · 135 citations
36. Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared TaskMarkus Freitag, Nitika Mathur, Daniel Deutsch, et al.2024 · 106 citations
37. Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level MetricGiorgos Vernikos, Brian Thompson, Prashant Mathur, et al.2022 · 68 citations
38. The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in DialogueSopan Khosla, Juntao Yu, Ramesh Manuvinakurike, et al.2021 · 47 citations
39. EPIC: Multi-Perspective Annotation of a Corpus of IronySimona Frenda, Alessandro Pedrani, Valerio Basile, et al.2023 · 41 citations
40. PropBank Comes of Age—Larger, Smarter, and more DiverseSameer Pradhan, Julia Bonn, Skatje Myers, et al.2022 · 41 citations
41. Fine-Tuned Machine Translation Metrics Struggle in Unseen DomainsVilém Zouhar, Shuoyang Ding, Anna Currey, et al.2024 · 32 citations
42. A Multitask Learning Approach for Diacritic RestorationSawsan Alqahtani, Ajay Mishra, Mona Diab2020 · 28 citations
43. MultiPICo: Multilingual Perspectivist Irony CorpusSilvia Casola, Simona Frenda, Soda Marem Lo, et al.2024 · 28 citations
44. An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)Laurie Burchell, Ona de Gibert, Nikolay Arefyev, et al.2025 · 23 citations
45. Sequential Cross-Document Coreference ResolutionEmily Allaway, Shuai Wang, Miguel Ballesteros2021 · 22 citations
46. Towards Universal Dialogue Act Tagging for Task-Oriented DialoguesShachi Paul, Rahul Goel, Dilek Hakkani-Tur2019 · 19 citations
47. Masader Plus: A New Interface for Exploring +500 Arabic NLP DatasetsYousef Altaher, Ali Fadel, Mazen Alotaibi, et al.2022 · 16 citations
48. The Universal Anaphora ScorerJuntao Yu, Sopan Khosla, Nafise Sadat Moosavi, et al.2022 · 15 citations
49. Dual Cache for Long Document Neural Coreference ResolutionQipeng Guo, Xiangkun Hu, Yue Zhang, et al.2023 · 12 citations
50. Improving Arabic Diacritization by Learning to Diacritize and TranslateBrian Thompson, Ali Alshehri2022 · 12 citations
51. Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching DataFahad AlGhamdi, Mona Diab2019 · 11 citations
52. Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and EntitiesBenjamin Hsu, Graham Horwood2022 · 10 citations
53. GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference ResolutionDanfeng Guo, Arpit Gupta, Sanchit Agarwal, et al.2022 · 6 citations
54. Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in ArabicSoumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta, et al.2022 · 5 citations
55. Rhetorical Questions in LLM Representations: A Linear Probing StudyLouie Hong Yao, Vishesh Anand, Yuan Zhuang, et al.2026 · 1 citation

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