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 4 of 5

151. ICLR 2024A Semantic Invariant Robust Watermark for Large Language Models
152. ICLR 2024DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation
153. ICLR 2024EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models
154. ICLR 2024Influencer Backdoor Attack on Semantic Segmentation
155. ICLR 2024Meaning Representations from Trajectories in Autoregressive Models
156. ICLR 2024Multi-Scale Representations by Varying Window Attention for Semantic Segmentation
157. ICLR 2024Zero and Few-shot Semantic Parsing with Ambiguous Inputs
158. ICML 2024Calibration Bottleneck: Over-compressed Representations are Less Calibratable
159. ICML 2024DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
160. ICML 2024Emergent Representations of Program Semantics in Language Models Trained on Programs
161. ICML 2024Language Models as Semantic Indexers
162. ICML 2024Nonparametric Teaching of Implicit Neural Representations
163. ICML 2024On the Origins of Linear Representations in Large Language Models
164. ICML 2024Structure Your Data: Towards Semantic Graph Counterfactuals
165. NeurIPS 2024AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
166. NeurIPS 2024Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
167. NeurIPS 2024Conformalized Time Series with Semantic Features
168. NeurIPS 2024Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
169. NeurIPS 2024Geometric Exploitation for Indoor Panoramic Semantic Segmentation
170. NeurIPS 2024Hierarchy-Agnostic Unsupervised Segmentation: Parsing Semantic Image Structure
171. NeurIPS 2024Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
172. NeurIPS 2024Testing Semantic Importance via Betting
173. CVPR 2023A Simple Framework for Text-Supervised Semantic Segmentation
174. CVPR 2023A Strong Baseline for Generalized Few-Shot Semantic Segmentation
175. CVPR 2023Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks
176. CVPR 2023Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation
177. CVPR 2023Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations
178. CVPR 2023Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains
179. CVPR 2023Delivering Arbitrary-Modal Semantic Segmentation
180. CVPR 2023Dionysus: Recovering Scene Structures by Dividing Into Semantic Pieces
181. CVPR 2023Endpoints Weight Fusion for Class Incremental Semantic Segmentation
182. CVPR 2023Federated Incremental Semantic Segmentation
183. CVPR 2023GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing Learning
184. CVPR 2023Graphics Capsule: Learning Hierarchical 3D Face Representations From 2D Images
185. CVPR 2023GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds
186. CVPR 2023Hierarchical Semantic Contrast for Scene-Aware Video Anomaly Detection
187. CVPR 2023LaserMix for Semi-Supervised LiDAR Semantic Segmentation
188. CVPR 2023Learning Debiased Representations via Conditional Attribute Interpolation
189. CVPR 2023Learning Decorrelated Representations Efficiently Using Fast Fourier Transform
190. CVPR 2023Learning Geometry-Aware Representations by Sketching
191. CVPR 2023Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic Space
192. CVPR 2023Learning With Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning
193. CVPR 2023Neural Congealing: Aligning Images to a Joint Semantic Atlas
194. CVPR 2023Painting 3D Nature in 2D: View Synthesis of Natural Scenes From a Single Semantic Mask
195. CVPR 2023PeakConv: Learning Peak Receptive Field for Radar Semantic Segmentation
196. CVPR 2023Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions
197. CVPR 2023Reliability in Semantic Segmentation: Are We on the Right Track?
198. CVPR 2023RILS: Masked Visual Reconstruction in Language Semantic Space
199. CVPR 2023SCPNet: Semantic Scene Completion on Point Cloud
200. CVPR 2023Semantic Human Parsing via Scalable Semantic Transfer Over Multiple Label Domains

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.