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

7 papers, page 1 of 1

1. ICML 2024Calibration Bottleneck: Over-compressed Representations are Less Calibratable
2. ICML 2024DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
3. ICML 2024Emergent Representations of Program Semantics in Language Models Trained on Programs
4. ICML 2024Language Models as Semantic Indexers
5. ICML 2024Nonparametric Teaching of Implicit Neural Representations
6. ICML 2024On the Origins of Linear Representations in Large Language Models
7. ICML 2024Structure Your Data: Towards Semantic Graph Counterfactuals

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.