Semantic Parsing papers, 2023–2026
Meaning representations
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 230 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 5 | 14 | 2 | 37 | 58 |
| 2024 | 8 | 7 | 7 | 31 | 53 |
| 2025 | 12 | 5 | 4 | 19 | 40 |
| 2026 | 28 | 9 | 12 | 30 | 79 |
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
53 papers, page 2 of 2
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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.