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

32 papers, page 1 of 1

1. CVPR 2025Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators
2. CVPR 2025FSboard: Over 3 Million Characters of ASL Fingerspelling Collected via Smartphones
3. CVPR 2025Learning to Filter Outlier Edges in Global SfM
4. CVPR 2025Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues
5. CVPR 2025StyleMaster: Stylize Your Video with Artistic Generation and Translation
6. ICLR 2025Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?
7. ICLR 2025Diffusion Bridge Implicit Models
8. ICLR 2025Improving Neural Optimal Transport via Displacement Interpolation
9. ICLR 2025Looking Backward: Streaming Video-to-Video Translation with Feature Banks
10. ICLR 2025Scaling Laws for Downstream Task Performance in Machine Translation
11. ICLR 2025X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
12. ICLR 2025YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus
13. ICML 2025AEQA-NAT : Adaptive End-to-end Quantization Alignment Training Framework for Non-autoregressive Machine Translation
14. ICML 2025Diversified Flow Matching with Translation Identifiability
15. ICML 2025Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
16. ICML 2025Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
17. ICML 2025Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan
18. ICML 2025Reward Translation via Reward Machine in Semi-Alignable MDPs
19. NeurIPS 2025Alias-Free ViT: Fractional Shift Invariance via Linear Attention
20. NeurIPS 2025Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
21. NeurIPS 2025Calibrating Translation Decoding with Quality Estimation on LLMs
22. NeurIPS 2025Equi-mRNA: Protein Translation Equivariant Encoding for mRNA Language Models
23. NeurIPS 2025Exploring the Translation Mechanism of Large Language Models
24. NeurIPS 2025Fractional Diffusion Bridge Models
25. NeurIPS 2025GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow
26. NeurIPS 2025Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation
27. NeurIPS 2025MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining
28. NeurIPS 2025PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
29. NeurIPS 2025QiMeng-MuPa: Mutual-Supervised Learning for Sequential-to-Parallel Code Translation
30. NeurIPS 2025QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code
31. NeurIPS 2025ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge
32. NeurIPS 2025SimulMEGA: MoE Routers are Advanced Policy Makers for Simultaneous Speech Translation

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.