Machine Translation papers, 2023–2026

Key findings

• Machine Translation fell from 54 papers in 2023 to 34 in 2026, so interest is cooling.
• NeurIPS publishes the most Machine Translation work: 53 papers from 2023 to 2026, 35% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 5 in 2023 to 9 in 2026.
• Among the 5 topics under Natural Language, it ranks #5 by 2026 paper count; the fastest grower in the group, Retrieval-Augmented Generation, is up 5.4x versus 0.6x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026DocPTBench: Benchmarking End-to-End Photographed Document Parsing and Translation
• ICML 2026Any2Any: Unified Arbitrary Modality Translation for Remote Sensing
• ICLR 2026Translation Heads: Unveiling Attention's Role in LLM Multilingual Translation
• CVPR 2026BoostSLT Boosting Sign Language Translation via a Plug-and-Play Diffusion-Based Semantic
• NeurIPS 2025Equi-mRNA: Protein Translation Equivariant Encoding for mRNA Language Models
• ICML 2025Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
• ICLR 2025Improving Neural Optimal Transport via Displacement Interpolation
• CVPR 2025Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues
• NeurIPS 2024Towards Explainable Evaluation Metrics for Machine Translation
• ICML 2024Translation Equivariant Transformer Neural Processes
• ICLR 2024Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation
• CVPR 2024StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation
• NeurIPS 2023Accessing Higher Dimensions for Unsupervised Word Translation
• ICML 2023Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization
• ICLR 2023Efficient Federated Domain Translation
• CVPR 2023Fix the Noise: Disentangling Source Feature for Controllable Domain Translation
• NeurIPS 2026ReSCUE: Re-translation with Sentence Commitment for Unsegmented Long-Form Simultaneous Sign Language Translation
• ICML 2026Bridging Functional Correctness and Runtime Efficiency Gaps in LLM-Based Code Translation
• ICLR 2026DiscoX: Benchmarking Discourse-Level Translation in Expert Domains
• CVPR 2026MERIT Multi-domain Efficient RAW Image Translation

All Machine Translation papers

27 papers, page 1 of 1

1. CVPR 2026BoostSLT Boosting Sign Language Translation via a Plug-and-Play Diffusion-Based Semantic
2. CVPR 2026LiDAR-to-4DRadar Diffusion Bridge via Cross-Modal Alignment and Translation in Latent
3. CVPR 2026MERIT Multi-domain Efficient RAW Image Translation
4. CVPR 2026Resolving Endpoint Underfitting in Diffusion Bridges via Noise Alignment
5. CVPR 2026TherA Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared Translation
6. CVPR 2025Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators
7. CVPR 2025FSboard: Over 3 Million Characters of ASL Fingerspelling Collected via Smartphones
8. CVPR 2025Learning to Filter Outlier Edges in Global SfM
9. CVPR 2025Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues
10. CVPR 2025StyleMaster: Stylize Your Video with Artistic Generation and Translation
11. CVPR 2024GenN2N: Generative NeRF2NeRF Translation
12. CVPR 2024LLMs are Good Sign Language Translators
13. CVPR 2024Revisiting Global Translation Estimation with Feature Tracks
14. CVPR 2024StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation
15. CVPR 20233D-Aware Multi-Class Image-to-Image Translation With NeRFs
16. CVPR 2023A Rotation-Translation-Decoupled Solution for Robust and Efficient Visual-Inertial Initialization
17. CVPR 2023BBDM: Image-to-Image Translation With Brownian Bridge Diffusion Models
18. CVPR 2023Fix the Noise: Disentangling Source Feature for Controllable Domain Translation
19. CVPR 2023Gloss Attention for Gloss-Free Sign Language Translation
20. CVPR 2023Interactive Cartoonization With Controllable Perceptual Factors
21. CVPR 2023LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data
22. CVPR 2023Masked and Adaptive Transformer for Exemplar Based Image Translation
23. CVPR 2023On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer
24. CVPR 2023Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation
25. CVPR 2023ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection
26. CVPR 2023Unpaired Image-to-Image Translation With Shortest Path Regularization
27. CVPR 2023Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation

FAQ

How many Machine Translation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

153 in total: 54 in 2023, 33 in 2024, 32 in 2025, 34 in 2026.

How many Machine Translation papers are at NeurIPS 2026?

NeurIPS 2026 has 13 Machine Translation papers, versus 14 the year before.

How many Machine Translation papers are at ICLR 2026?

ICLR 2026 has 6 Machine Translation papers, versus 7 the year before.

How many Machine Translation papers are at ICML 2026?

ICML 2026 has 10 Machine Translation papers, versus 6 the year before.

How many Machine Translation papers are at CVPR 2026?

CVPR 2026 has 5 Machine Translation papers, versus 5 the year before.

Which conference publishes the most Machine Translation papers?

NeurIPS, with 53 papers from 2023 to 2026.