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OpenNMT: Open-source Toolkit for Neural Machine Translation

arXiv 1709.03815 ↗First posted 12 Sep 2017cs.CLcited by 251

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Abstract (arXiv)

We introduce an open-source toolkit for neural machine translation (NMT) to support research into model architectures, feature representations, and source modalities, while maintaining competitive performance, modularity and reasonable training requirements.

Key facts. Cited by 251 papers in the map (data through 14 Oct 2026). First posted on arXiv 12 Sep 2017.

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Citing papers per year: 2021: 105; 2022: 53; 2023: 43; 2024: 34; 2025: 12; 2026: 4.

251 papers.

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  1. 2021Emerging Properties in Self-Supervised Vision Transformerscited by 6,968
  2. 2021A Survey of Transformerscited by 401
  3. 2021Choose a Transformer: Fourier or Galerkincited by 343
  4. 2021An End-to-End Transformer Model for 3D Object Detectioncited by 329
  5. 2022A Contrastive Framework for Neural Text Generationcited by 225
  6. 2022Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognitioncited by 144
  7. 2021Neural Machine Translation for Low-Resource Languages: A Surveycited by 109
  8. 2021Fully Hyperbolic Neural Networkscited by 108
  9. 2022Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generationcited by 94
  10. 2021Survey of Low-Resource Machine Translationcited by 92
  11. 2023Mark My Words: Analyzing and Evaluating Language Model Watermarkscited by 71
  12. 2021Permutation invariant graph-to-sequence model for template-free retrosynthesis and reaction predictioncited by 68
38 more
  1. 2023Better Zero-Shot Reasoning with Self-Adaptive Promptingcited by 52
  2. 2021Representation learning for neural population activity with Neural Data Transformerscited by 50
  3. 2022Error Correction Code Transformercited by 47
  4. 2023Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decodercited by 44
  5. 2021Controlling Hallucinations at Word Level in Data-to-Text Generationcited by 41
  6. 2021Audio Transformerscited by 41
  7. 2021Counter-Interference Adapter for Multilingual Machine Translationcited by 40
  8. 2021MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solverscited by 39
  9. 2021SHAPE: Shifted Absolute Position Embedding for Transformerscited by 37
  10. 2021Neural Transfer Learning for Repairing Security Vulnerabilities in C Codecited by 36
  11. 2021Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphscited by 36
  12. 2024Assessment of Multimodal Large Language Models in Alignment with Human Valuescited by 36
  13. 2021Data-to-text Generation with Macro Planningcited by 34
  14. 2021Prevent the Language Model from being Overconfident in Neural Machine Translationcited by 34
  15. 2022MOPRD: A multidisciplinary open peer review datasetcited by 32
  16. 2021Many-to-English Machine Translation Tools, Data, and Pretrained Modelscited by 31
  17. 2024GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probingcited by 31
  18. 2024Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistrycited by 31
  19. 2021Sequence-to-Sequence Learning with Latent Neural Grammarscited by 30
  20. 2021Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfercited by 28
  21. 2021Data Augmentation for Sign Language Gloss Translationcited by 28
  22. 2023Revisiting non-English Text Simplification: A Unified Multilingual Benchmarkcited by 27
  23. 2024Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generationcited by 27
  24. 2022A Literature Survey of Recent Advances in Chatbotscited by 26
  25. 2021Diversifying Dialog Generation via Adaptive Label Smoothingcited by 25
  26. 2021Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterizationcited by 22
  27. 2021Gumbel-Attention for Multi-modal Machine Translationcited by 20
  28. 2021Machine Translation into Low-resource Language Varietiescited by 19
  29. 2022TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalitiescited by 19
  30. 2021Generating Bug-Fixes Using Pretrained Transformerscited by 18
  31. 2021Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networkscited by 18
  32. 2021A Generative Model for Raw Audio Using Transformer Architecturescited by 18
  33. 2021TranSmart: A Practical Interactive Machine Translation Systemcited by 17
  34. 2022Data-to-text Generation with Variational Sequential Planningcited by 17
  35. 2022Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Setscited by 17
  36. 2021A Graph VAE and Graph Transformer Approach to Generating Molecular Graphscited by 16
  37. 2022SUBS: Subtree Substitution for Compositional Semantic Parsingcited by 16
  38. 2022B2T Connection: Serving Stability and Performance in Deep Transformerscited by 16

50 most cited of 251 All 251 (JSON)