Machine Translation papers, 2023–2026
Translation and multilingual NLP
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 153 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 14 | 16 | 11 | 13 | 54 |
| 2024 | 12 | 15 | 2 | 4 | 33 |
| 2025 | 14 | 7 | 6 | 5 | 32 |
| 2026 | 13 | 6 | 10 | 5 | 34 |
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
14 papers, page 1 of 1
- NeurIPS 2025Alias-Free ViT: Fractional Shift Invariance via Linear Attention
- NeurIPS 2025Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
- NeurIPS 2025Calibrating Translation Decoding with Quality Estimation on LLMs
- NeurIPS 2025Equi-mRNA: Protein Translation Equivariant Encoding for mRNA Language Models
- NeurIPS 2025Exploring the Translation Mechanism of Large Language Models
- NeurIPS 2025Fractional Diffusion Bridge Models
- NeurIPS 2025GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow
- NeurIPS 2025Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation
- NeurIPS 2025MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining
- NeurIPS 2025PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
- NeurIPS 2025QiMeng-MuPa: Mutual-Supervised Learning for Sequential-to-Parallel Code Translation
- NeurIPS 2025QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code
- NeurIPS 2025ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge
- NeurIPS 2025SimulMEGA: MoE Routers are Advanced Policy Makers for Simultaneous Speech Translation
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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.