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
12 papers, page 1 of 1
- NeurIPS 2025A Semantic Parsing Framework for End-to-End Time Normalization
- NeurIPS 2025CoUn: Empowering Machine Unlearning via Contrastive Learning
- NeurIPS 2025CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors
- NeurIPS 2025Dependency Parsing is More Parameter-Efficient with Normalization
- NeurIPS 2025Graph Your Own Prompt
- NeurIPS 2025Learning Temporal 3D Semantic Scene Completion via Optical Flow Guidance
- NeurIPS 2025Leveraging semantic similarity for experimentation with AI-generated treatments
- NeurIPS 2025Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization
- NeurIPS 2025Searching Efficient Semantic Segmentation Architectures via Dynamic Path Selection
- NeurIPS 2025SEGA: Shaping Semantic Geometry for Robust Hashing under Noisy Supervision
- NeurIPS 2025Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective
- NeurIPS 2025Transformers Learn Faster with Semantic Focus
Ask about this trend from Claude or Cursor
Connect the Paperlist MCP and your assistant can pull the numbers on this page while you draft a survey, pick a direction or plan a submission: papers per year and venue, growth, the fastest-rising sub-themes and representative papers, shaped around your question.
Copy this prompt into your assistant
Use paperlist to show how Semantic Parsing papers grew at CVPR from 2023 to 2026, and which year jumped the most.
Tool the assistant calls: get_topic_stats {"topic": "semantic-parsing"}
Set up Paperlist MCP in two minutes (Claude Code, Cursor, Codex, ChatGPT)
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.