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

30 papers, page 1 of 1

1. ICLR 2026MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
2. ICLR 2026Neuron-Level Analysis of Cultural Understanding in Large Language Models
3. ICLR 2026Towards Understanding the Shape of Representations in Protein Language Models
4. ICLR 2026Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods
5. ICLR 2026Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding
6. ICLR 2026Understanding the Mixture-of-Experts with Nadaraya-Watson Kernel
7. ICLR 2025Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
8. ICLR 2025Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
9. ICLR 2025Toward Understanding In-context vs. In-weight Learning
10. ICLR 2025Understanding Factual Recall in Transformers via Associative Memories
11. ICLR 2025Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry
12. ICLR 2025Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape View
13. ICLR 2025Uni-Sign: Toward Unified Sign Language Understanding at Scale
14. ICLR 2024Quadratic models for understanding catapult dynamics of neural networks
15. ICLR 2024Understanding Addition in Transformers
16. ICLR 2024Understanding Catastrophic Forgetting in Language Models via Implicit Inference
17. ICLR 2024Understanding Certified Training with Interval Bound Propagation
18. ICLR 2024Understanding In-Context Learning from Repetitions
19. ICLR 2023Deconstructing Distributions: A Pointwise Framework of Learning
20. ICLR 2023First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains
21. ICLR 2023ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations
22. ICLR 2023Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks
23. ICLR 2023Understanding DDPM Latent Codes Through Optimal Transport
24. ICLR 2023Understanding Embodied Reference with Touch-Line Transformer
25. ICLR 2023Understanding new tasks through the lens of training data via exponential tilting
26. ICLR 2023Understanding the Covariance Structure of Convolutional Filters
27. ICLR 2023Understanding Train-Validation Split in Meta-Learning with Neural Networks
28. ICLR 2023Understanding weight-magnitude hyperparameters in training binary networks
29. ICLR 2023Understanding Why Generalized Reweighting Does Not Improve Over ERM
30. ICLR 2023Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding

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.