Semantic Parsing papers, 2023–2026

Key findings

• Semantic Parsing went from 58 papers in 2023 to 79 in 2026, roughly 1.4x in three years.
• CVPR publishes the most Semantic Parsing work: 117 papers from 2023 to 2026, 51% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 2 in 2023 to 20 in 2026.
• Among the 5 topics under Neurosymbolic AI, it ranks #3 by 2026 paper count; the fastest grower in the group, Mathematical Reasoning, is up 10x versus 1.4x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026ASQ: Agent-guided Semantic-aware Quantization for Large Language Models
• ICML 2026CURE: Consistency-under-Unified Semantic Regularization for Generalized Category Discovery
• ICLR 2026vCache: Verified Semantic Prompt Caching
• CVPR 2026AdaSFormer Adaptive Serialized Transformers for Monocular Semantic Scene Completion from
• NeurIPS 2025A Semantic Parsing Framework for End-to-End Time Normalization
• ICML 2025HashAttention: Semantic Sparsity for Faster Inference
• ICLR 2025Discrete Latent Plans via Semantic Skill Abstractions
• CVPR 2025DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-ID
• NeurIPS 2024AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
• ICML 2024Language Models as Semantic Indexers
• ICLR 2024A Semantic Invariant Robust Watermark for Large Language Models
• CVPR 2024EFormer: Enhanced Transformer towards Semantic-Contour Features of Foreground for Portraits Matting
• NeurIPS 2023BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
• ICML 2023Marginalization is not Marginal: No Bad VAE Local Minima when Learning Optimal Sparse Representations
• ICLR 2023Compositional Law Parsing with Latent Random Functions
• CVPR 2023GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing Learning
• NeurIPS 2026Bandits via Additive Quantized Representations
• ICML 2026Learning Sparse Visual Representations via Spatial-Semantic Factorization
• ICLR 2026Cache-to-Cache: Direct Semantic Communication Between Large Language Models
• CVPR 2026GeoSURGE Geo-localization using Semantic Fusion with Hierarchy of Geographic Embeddings

All Semantic Parsing papers

230 papers, page 5 of 5

201. CVPR 2023Semantic Ray: Learning a Generalizable Semantic Field With Cross-Reprojection Attention
202. CVPR 2023Semantic Scene Completion With Cleaner Self
203. CVPR 2023STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
204. CVPR 2023StyleIPSB: Identity-Preserving Semantic Basis of StyleGAN for High Fidelity Face Swapping
205. CVPR 2023Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
206. CVPR 2023Transformer Scale Gate for Semantic Segmentation
207. CVPR 2023Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms
208. CVPR 2023VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud
209. CVPR 2023VoxFormer: Sparse Voxel Transformer for Camera-Based 3D Semantic Scene Completion
210. ICLR 20233D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation
211. ICLR 2023Binding Language Models in Symbolic Languages
212. ICLR 2023Compositional Law Parsing with Latent Random Functions
213. ICLR 2023Compositional Semantic Parsing with Large Language Models
214. ICLR 2023Contrastive Corpus Attribution for Explaining Representations
215. ICLR 2023DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
216. ICLR 2023Deep Learning on Implicit Neural Representations of Shapes
217. ICLR 2023Delving into Semantic Scale Imbalance
218. ICLR 2023Diffusion Models Already Have A Semantic Latent Space
219. ICLR 2023E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation
220. ICLR 2023Multivariate Time-series Imputation with Disentangled Temporal Representations
221. ICLR 2023On Compositional Uncertainty Quantification for Seq2seq Graph Parsing
222. ICLR 2023SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation
223. ICLR 2023Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations
224. ICML 2023Marginalization is not Marginal: No Bad VAE Local Minima when Learning Optimal Sparse Representations
225. ICML 2023PAC Generalization via Invariant Representations
226. NeurIPS 2023BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
227. NeurIPS 2023EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
228. NeurIPS 2023IDRNet: Intervention-Driven Relation Network for Semantic Segmentation
229. NeurIPS 2023Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
230. NeurIPS 2023Unsupervised Semantic Correspondence Using Stable Diffusion

FAQ

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

230 in total: 58 in 2023, 53 in 2024, 40 in 2025, 79 in 2026.

How many Semantic Parsing papers are at NeurIPS 2026?

NeurIPS 2026 has 28 Semantic Parsing papers, versus 12 the year before.

How many Semantic Parsing papers are at ICLR 2026?

ICLR 2026 has 9 Semantic Parsing papers, versus 5 the year before.

How many Semantic Parsing papers are at ICML 2026?

ICML 2026 has 12 Semantic Parsing papers, versus 4 the year before.

How many Semantic Parsing papers are at CVPR 2026?

CVPR 2026 has 30 Semantic Parsing papers, versus 19 the year before.

Which conference publishes the most Semantic Parsing papers?

CVPR, with 117 papers from 2023 to 2026.