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

189 papers, page 3 of 4

101. NeurIPS 2025Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training
102. NeurIPS 2025To Distill or Decide? Understanding the Algorithmic Trade-off in Partially Observable RL
103. NeurIPS 2025Towards a Geometric Understanding of Tensor Learning via the t-Product
104. NeurIPS 2025Towards Understanding Transformers in Learning Random Walks
105. NeurIPS 2025Understanding Adam Requires Better Rotation Dependent Assumptions
106. NeurIPS 2025Understanding Bias Terms in Neural Representations
107. NeurIPS 2025Understanding Differential Transformer Unchains Pretrained Self-Attentions
108. NeurIPS 2025Understanding the Evolution of the Neural Tangent Kernel at the Edge of Stability
109. NeurIPS 2025Understanding the Gain from Data Filtering in Multimodal Contrastive Learning
110. NeurIPS 2025Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks
111. NeurIPS 2025Understanding while Exploring: Semantics-driven Active Mapping
112. CVPR 2024A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives
113. CVPR 2024Compositional Video Understanding with Spatiotemporal Structure-based Transformers
114. CVPR 2024GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding
115. CVPR 2024HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting
116. CVPR 2024Just Add ?! Pose Induced Video Transformers for Understanding Activities of Daily Living
117. CVPR 2024Open Vocabulary Semantic Scene Sketch Understanding
118. CVPR 2024OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies
119. CVPR 2024Osprey: Pixel Understanding with Visual Instruction Tuning
120. CVPR 2024PanoContext-Former: Panoramic Total Scene Understanding with a Transformer
121. CVPR 2024RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding
122. CVPR 2024SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field
123. CVPR 2024ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding
124. ICLR 2024Quadratic models for understanding catapult dynamics of neural networks
125. ICLR 2024Understanding Addition in Transformers
126. ICLR 2024Understanding Catastrophic Forgetting in Language Models via Implicit Inference
127. ICLR 2024Understanding Certified Training with Interval Bound Propagation
128. ICLR 2024Understanding In-Context Learning from Repetitions
129. ICML 2024Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning
130. ICML 2024LangCell: Language-Cell Pre-training for Cell Identity Understanding
131. ICML 2024Towards a Better Theoretical Understanding of Independent Subnetwork Training
132. ICML 2024Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features
133. ICML 2024Towards Understanding Inductive Bias in Transformers: A View From Infinity
134. ICML 2024Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features
135. ICML 2024Understanding Diffusion Models by Feynman's Path Integral
136. ICML 2024Understanding Forgetting in Continual Learning with Linear Regression
137. ICML 2024Understanding Heterophily for Graph Neural Networks
138. ICML 2024Understanding Inter-Concept Relationships in Concept-Based Models
139. ICML 2024Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation
140. ICML 2024Understanding Stochastic Natural Gradient Variational Inference
141. ICML 2024Understanding the Effects of Iterative Prompting on Truthfulness
142. ICML 2024Understanding the Impact of Introducing Constraints at Inference Time on Generalization Error
143. ICML 2024Understanding the Training Speedup from Sampling with Approximate Losses
144. NeurIPS 2024E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
145. NeurIPS 2024FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding
146. NeurIPS 2024SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words
147. NeurIPS 2024SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices
148. NeurIPS 2024Understanding Emergent Abilities of Language Models from the Loss Perspective
149. NeurIPS 2024When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
150. CVPR 2023AssemblyHands: Towards Egocentric Activity Understanding via 3D Hand Pose Estimation

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.