Spoken Language Understanding papers, 2023–2026

Key findings

• Spoken Language Understanding went from 40 papers in 2023 to 61 in 2026, roughly 1.5x in three years.
• CVPR publishes the most Spoken Language Understanding work: 62 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 14 in 2026.
• Among the 5 topics under Audio and Speech, it ranks #4 by 2026 paper count; the fastest grower in the group, Audio Generation, is up 4.3x versus 1.5x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Denoise First, Orthogonalize Later: Understanding Momentum in Muon via Spectral Filtering
• ICML 2026A Single Layer to Explain Them All: Understanding Massive Values in Large Language Models
• ICLR 2026Neuron-Level Analysis of Cultural Understanding in Large Language Models
• CVPR 2026Consistent Instance Field for Dynamic Scene Understanding
• NeurIPS 2025The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis
• ICML 2025On Understanding Attention-Based In-Context Learning for Categorical Data
• ICLR 2025Toward Understanding In-context vs. In-weight Learning
• CVPR 2025HUSH: Holistic Panoramic 3D Scene Understanding using Spherical Harmonics
• NeurIPS 2024SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words
• ICML 2024Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation
• ICLR 2024Understanding Addition in Transformers
• CVPR 2024SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field
• NeurIPS 2023ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
• ICML 2023How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding
• ICLR 2023Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks
• CVPR 2023AssemblyHands: Towards Egocentric Activity Understanding via 3D Hand Pose Estimation
• NeurIPS 2026EmbodiedObject: All-in-One Object Understanding with SLAT
• ICML 2026Understanding the Parameter Space Geometry of Transformers Encoding Boolean Functions
• ICLR 2026Towards Understanding the Shape of Representations in Protein Language Models
• CVPR 2026Lifting Unlabeled Internet-level Data for 3D Scene Understanding

All Spoken Language Understanding papers

40 papers, page 1 of 1

1. CVPR 2023AssemblyHands: Towards Egocentric Activity Understanding via 3D Hand Pose Estimation
2. CVPR 2023CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP
3. CVPR 2023Habitat-Matterport 3D Semantics Dataset
4. CVPR 2023Improving Visual Representation Learning Through Perceptual Understanding
5. CVPR 2023Long Range Pooling for 3D Large-Scale Scene Understanding
6. CVPR 2023OpenScene: 3D Scene Understanding With Open Vocabularies
7. CVPR 2023PanelNet: Understanding 360 Indoor Environment via Panel Representation
8. CVPR 2023Panoptic Lifting for 3D Scene Understanding With Neural Fields
9. CVPR 2023PanoSwin: A Pano-Style Swin Transformer for Panorama Understanding
10. CVPR 2023Skinned Motion Retargeting With Residual Perception of Motion Semantics & Geometry
11. CVPR 2023Therbligs in Action: Video Understanding Through Motion Primitives
12. CVPR 2023Understanding Imbalanced Semantic Segmentation Through Neural Collapse
13. CVPR 2023Understanding Masked Autoencoders via Hierarchical Latent Variable Models
14. ICLR 2023Deconstructing Distributions: A Pointwise Framework of Learning
15. ICLR 2023First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains
16. ICLR 2023ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations
17. ICLR 2023Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks
18. ICLR 2023Understanding DDPM Latent Codes Through Optimal Transport
19. ICLR 2023Understanding Embodied Reference with Touch-Line Transformer
20. ICLR 2023Understanding new tasks through the lens of training data via exponential tilting
21. ICLR 2023Understanding the Covariance Structure of Convolutional Filters
22. ICLR 2023Understanding Train-Validation Split in Meta-Learning with Neural Networks
23. ICLR 2023Understanding weight-magnitude hyperparameters in training binary networks
24. ICLR 2023Understanding Why Generalized Reweighting Does Not Improve Over ERM
25. ICLR 2023Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding
26. ICML 2023How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding
27. ICML 2023Towards Understanding Ensemble Distillation in Federated Learning
28. ICML 2023Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing
29. ICML 2023Understanding Plasticity in Neural Networks
30. ICML 2023Understanding Self-Distillation in the Presence of Label Noise
31. NeurIPS 2023ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
32. NeurIPS 2023Ego4D Goal-Step: Toward Hierarchical Understanding of Procedural Activities
33. NeurIPS 2023From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader
34. NeurIPS 2023InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding
35. NeurIPS 2023NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding
36. NeurIPS 2023RaLEs: a Benchmark for Radiology Language Evaluations
37. NeurIPS 2023Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective
38. NeurIPS 2023Understanding Deep Gradient Leakage via Inversion Influence Functions
39. NeurIPS 2023Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization
40. NeurIPS 2023Understanding the detrimental class-level effects of data augmentation

FAQ

How many Spoken Language Understanding papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

189 in total: 40 in 2023, 38 in 2024, 50 in 2025, 61 in 2026.

How many Spoken Language Understanding papers are at NeurIPS 2026?

NeurIPS 2026 has 25 Spoken Language Understanding papers, versus 14 the year before.

How many Spoken Language Understanding papers are at ICLR 2026?

ICLR 2026 has 6 Spoken Language Understanding papers, versus 7 the year before.

How many Spoken Language Understanding papers are at ICML 2026?

ICML 2026 has 12 Spoken Language Understanding papers, versus 10 the year before.

How many Spoken Language Understanding papers are at CVPR 2026?

CVPR 2026 has 18 Spoken Language Understanding papers, versus 19 the year before.

Which conference publishes the most Spoken Language Understanding papers?

CVPR, with 62 papers from 2023 to 2026.