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

19 papers, page 1 of 1

1. CVPR 2025Apollo: An Exploration of Video Understanding in Large Multimodal Models
2. CVPR 2025ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding
3. CVPR 2025DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding
4. CVPR 2025EventGPT: Event Stream Understanding with Multimodal Large Language Models
5. CVPR 2025FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding
6. CVPR 2025Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding
7. CVPR 2025GroundingFace: Fine-grained Face Understanding via Pixel Grounding Multimodal Large Language Model
8. CVPR 2025HUSH: Holistic Panoramic 3D Scene Understanding using Spherical Harmonics
9. CVPR 2025LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
10. CVPR 2025Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models
11. CVPR 2025MP-GUI: Modality Perception with MLLMs for GUI Understanding
12. CVPR 2025MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving
13. CVPR 2025PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
14. CVPR 2025Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
15. CVPR 2025Towards Universal Soccer Video Understanding
16. CVPR 2025Understanding Multi-layered Transmission Matrices
17. CVPR 2025VEU-Bench: Towards Comprehensive Understanding of Video Editing
18. CVPR 2025VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
19. CVPR 2025VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding

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.