mlsanityData to 14 Oct 2026

Tensor2Tensor for Neural Machine Translation

arXiv 1803.07416 ↗First posted 16 Mar 2018cs.LG cs.CL stat.MLcited by 85

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Abstract (arXiv)

Tensor2Tensor is a library for deep learning models that is well-suited for neural machine translation and includes the reference implementation of the state-of-the-art Transformer model.

Key facts. Cited by 85 papers in the map (data through 14 Oct 2026). First posted on arXiv 16 Mar 2018.

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2021: 39; 2022: 15; 2023: 14; 2024: 6; 2025: 8; 2026: 3.

85 papers.

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  1. 2021A Survey of Transformerscited by 401
  2. 2022Scaling Up Models and Data with textttt5x and textttseqiocited by 187
  3. 2021Hurdles to Progress in Long-form Question Answeringcited by 167
  4. 2021Primer: Searching for Efficient Transformers for Language Modelingcited by 164
  5. 2021FastMoE: A Fast Mixture-of-Expert Training Systemcited by 112
  6. 2021Neural Machine Translation for Low-Resource Languages: A Surveycited by 109
  7. 2021Luna: Linear Unified Nested Attentioncited by 96
  8. 2021Do Transformer Modifications Transfer Across Implementations and Applications?cited by 87
  9. 2023ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Textcited by 85
  10. 2023Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformerscited by 67
  11. 2022General-purpose, long-context autoregressive modeling with Perceiver ARcited by 60
  12. 2021Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Modelscited by 56
38 more
  1. 2023AttentionViz: A Global View of Transformer Attentioncited by 50
  2. 2021The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translationcited by 47
  3. 2023Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decodercited by 44
  4. 2021Counter-Interference Adapter for Multilingual Machine Translationcited by 40
  5. 2023Transformers in Speech Processing: A Surveycited by 39
  6. 2022On the Explainability of Natural Language Processing Deep Modelscited by 38
  7. 2021A Simple and Effective Positional Encoding for Transformerscited by 37
  8. 2021Leveraging redundancy in attention with Reuse Transformerscited by 33
  9. 2021Many-to-English Machine Translation Tools, Data, and Pretrained Modelscited by 31
  10. 2021MUFASA: Multimodal Fusion Architecture Search for Electronic Health Recordscited by 30
  11. 2021First the worst: Finding better gender translations during beam searchcited by 29
  12. 2021Full Page Handwriting Recognition via Image to Sequence Extractioncited by 24
  13. 2021Rethinking Skip Connection with Layer Normalization in Transformers and ResNetscited by 22
  14. 2021Transformers are Deep Infinite-Dimensional Non-Mercer Binary Kernel Machinescited by 22
  15. 2021VisuoSpatial Foresight for Physical Sequential Fabric Manipulationcited by 18
  16. 2021A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequencescited by 17
  17. 2021TranSmart: A Practical Interactive Machine Translation Systemcited by 17
  18. 2022Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Setscited by 17
  19. 2022How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processingcited by 16
  20. 2022B2T Connection: Serving Stability and Performance in Deep Transformerscited by 16
  21. 2021TextBox: A Unified, Modularized, and Extensible Framework for Text Generationcited by 15
  22. 2021Benchmarking and scaling of deep learning models for land cover image classificationcited by 14
  23. 2021Billion-scale Pre-trained E-commerce Product Knowledge Graph Modelcited by 13
  24. 2021Capitalization and Punctuation Restoration: a Surveycited by 13
  25. 2022Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translationcited by 13
  26. 2023HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Languagecited by 12
  27. 2021Extended Parallel Corpus for Amharic-English Machine Translationcited by 10
  28. 2022A Call for Clarity in Beam Search: How It Works and When It Stopscited by 10
  29. 2023Synthetically generated text for supervised text analysiscited by 10
  30. 2021Spelling Correction with Denoising Transformercited by 9
  31. 2021Compositional Generalization in Multilingual Semantic Parsing over Wikidatacited by 9
  32. 2023Mutation-Based Adversarial Attacks on Neural Text Detectorscited by 9
  33. 2023string2string: A Modern Python Library for String-to-String Algorithmscited by 9
  34. 2023CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Codecited by 9
  35. 2022NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialoguecited by 8
  36. 2021YANMTT: Yet Another Neural Machine Translation Toolkitcited by 7
  37. 2021Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learningcited by 7
  38. 2023Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselinescited by 7

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