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

153 papers, page 3 of 4

101. CVPR 2023A Rotation-Translation-Decoupled Solution for Robust and Efficient Visual-Inertial Initialization
102. CVPR 2023BBDM: Image-to-Image Translation With Brownian Bridge Diffusion Models
103. CVPR 2023Fix the Noise: Disentangling Source Feature for Controllable Domain Translation
104. CVPR 2023Gloss Attention for Gloss-Free Sign Language Translation
105. CVPR 2023Interactive Cartoonization With Controllable Perceptual Factors
106. CVPR 2023LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data
107. CVPR 2023Masked and Adaptive Transformer for Exemplar Based Image Translation
108. CVPR 2023On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer
109. CVPR 2023Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation
110. CVPR 2023ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection
111. CVPR 2023Unpaired Image-to-Image Translation With Shortest Path Regularization
112. CVPR 2023Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation
113. ICLR 2023Bidirectional Language Models Are Also Few-shot Learners
114. ICLR 2023Code Translation with Compiler Representations
115. ICLR 2023Conditional Antibody Design as 3D Equivariant Graph Translation
116. ICLR 2023Diffusion-based Image Translation using disentangled style and content representation
117. ICLR 2023Dual Diffusion Implicit Bridges for Image-to-Image Translation
118. ICLR 2023Efficient Federated Domain Translation
119. ICLR 2023Federated Nearest Neighbor Machine Translation
120. ICLR 2023Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation
121. ICLR 2023Hidden Markov Transformer for Simultaneous Machine Translation
122. ICLR 2023Language Modelling with Pixels
123. ICLR 2023Multi-domain image generation and translation with identifiability guarantees
124. ICLR 2023Protein Sequence and Structure Co-Design with Equivariant Translation
125. ICLR 2023Pseudo-label Training and Model Inertia in Neural Machine Translation
126. ICLR 2023Simple and Scalable Nearest Neighbor Machine Translation
127. ICLR 2023SLTUNET: A Simple Unified Model for Sign Language Translation
128. ICLR 2023TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
129. ICML 2023Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization
130. ICML 2023GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations
131. ICML 2023Kernel QuantTree
132. ICML 2023Measuring the Impact of Programming Language Distribution
133. ICML 2023Nonlinear Advantage: Trained Networks Might Not Be As Complex as You Think
134. ICML 2023Pre-training for Speech Translation: CTC Meets Optimal Transport
135. ICML 2023Prompting Large Language Model for Machine Translation: A Case Study
136. ICML 2023Rotation and Translation Invariant Representation Learning with Implicit Neural Representations
137. ICML 2023Scaling Laws for Multilingual Neural Machine Translation
138. ICML 2023Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation
139. ICML 2023The Unreasonable Effectiveness of Few-shot Learning for Machine Translation
140. NeurIPS 2023A Theory of Unsupervised Translation Motivated by Understanding Animal Communication
141. NeurIPS 2023Accessing Higher Dimensions for Unsupervised Word Translation
142. NeurIPS 2023Binarized Neural Machine Translation
143. NeurIPS 2023Extremal Domain Translation with Neural Optimal Transport
144. NeurIPS 2023Fast Model DeBias with Machine Unlearning
145. NeurIPS 2023Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks
146. NeurIPS 2023Implicit Regularization in Over-Parameterized Support Vector Machine
147. NeurIPS 2023MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
148. NeurIPS 2023Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions
149. NeurIPS 2023Non-autoregressive Machine Translation with Probabilistic Context-free Grammar
150. NeurIPS 2023On the Pareto Front of Multilingual Neural Machine 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.