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

34 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. ICLR 2026DiscoX: Benchmarking Discourse-Level Translation in Expert Domains
7. ICLR 2026IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs
8. ICLR 2026Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method
9. ICLR 2026Tight Bounds for Schrodinger Potential Estimation in Unpaired Data Translation
10. ICLR 2026Translation Heads: Unveiling Attention's Role in LLM Multilingual Translation
11. ICLR 2026Universal Multi-Domain Translation via Diffusion Routers
12. ICML 2026Any2Any: Unified Arbitrary Modality Translation for Remote Sensing
13. ICML 2026Beyond Literal Translation: Evaluating Cultural Effectiveness in Social Media UGC
14. ICML 2026Bridging Functional Correctness and Runtime Efficiency Gaps in LLM-Based Code Translation
15. ICML 2026FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation
16. ICML 2026Generalizable and Composable Multi-Model Embedding Translation
17. ICML 2026MatchFixAgent: Language-Agnostic Autonomous Repository-Level Code Translation Validation and Repair
18. ICML 2026Physiology as Language: Translating Respiration to EEG during Sleep
19. ICML 2026scChord: A Probabilistic Manifold Rectification Framework for RNA-to-Protein Translation
20. ICML 2026Structured Diffusion Bridges: Inductive Bias for Denoising Diffusion Bridges
21. ICML 2026Translation Heads: Disentangling meaning from language in LLM-based machine translation
22. NeurIPS 2026CRESiST: Self-Enhancing Exploritive Policy Learning for Simultaneous Speech Translation
23. NeurIPS 2026DocPTBench: Benchmarking End-to-End Photographed Document Parsing and Translation
24. NeurIPS 2026Efficient One-to-many Domain Translation via Diffusive Entropic Optimal Transport
25. NeurIPS 2026Lost in Translation, Found in Embeddings: Sign Language Translation and Alignment
26. NeurIPS 2026Magnetic Resonance Unpaired Image Translation with Pseudometric Schrödinger Bridges
27. NeurIPS 2026On Making $SE(2)$-Invariant Networks Optimal
28. NeurIPS 2026ProxyPose: 6-DoF Pose Tracking via Video-to-Video Translation
29. NeurIPS 2026Pygmalion Effect in Vision: Image-to-Clay Translation for Reflective Geometry Reconstruction
30. NeurIPS 2026ReflectMT: Internalizing Reflection for Efficient and High-Quality Machine Translation
31. NeurIPS 2026ReSCUE: Re-translation with Sentence Commitment for Unsegmented Long-Form Simultaneous Sign Language Translation
32. NeurIPS 2026RIVET: Regex-to-Indexable Keys via Neural Translation for Interactive LIMIT-k Retrieval
33. NeurIPS 2026Verifiers in the Loop: Decoding Time Verification for Code Translation
34. NeurIPS 2026Winning the Symmetry Lottery: Learning Invariance from Data Augmentations with Transformers

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.