Dialogue Systems papers, 2023–2026

Key findings

• Dialogue Systems went from 49 papers in 2023 to 171 in 2026, roughly 3.5x in three years.
• NeurIPS publishes the most Dialogue Systems work: 189 papers from 2023 to 2026, 45% of the four-venue total.
• The fastest-growing overlap is with Multi-Agent RL: papers tagged with both rose from 0 in 2023 to 17 in 2026.
• Among the 5 topics under Natural Language, it ranks #4 by 2026 paper count; the fastest grower in the group, Retrieval-Augmented Generation, is up 5.4x versus 3.5x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026A Quantitative Visual Taxonomy of Worldwide Writing Systems
• ICML 2026An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems
• ICLR 2026A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems
• CVPR 2026Thermally Activated Dual-Modal Adversarial Clothing against AI Surveillance Systems
• NeurIPS 2025FlowNet: Modeling Dynamic Spatio-Temporal Systems via Flow Propagation
• ICML 2025Discovering Physics Laws of Dynamical Systems via Invariant Function Learning
• ICLR 2025ContextGNN: Beyond Two-Tower Recommendation Systems
• CVPR 2025Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses
• NeurIPS 2024Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data
• ICML 2024Amortized Equation Discovery in Hybrid Dynamical Systems
• ICLR 2024Safe Collaborative Filtering
• NeurIPS 2023Moral Responsibility for AI Systems
• ICML 2023Graph Switching Dynamical Systems
• ICLR 2023An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation
• CVPR 2023expOSE: Accurate Initialization-Free Projective Factorization Using Exponential Regularization
• NeurIPS 2026Adaptive auditing of AI systems with anytime-valid guarantees
• ICML 2026Can Recommender Systems Teach Themselves? A Recursive Self-Improving Framework with Fidelity Control
• ICLR 2026ClarifyVC: Clarifying Ambiguous Commands in Vehicle Control with a Hybrid Data Augmentation Pipeline
• CVPR 2026Task-Driven Implicit Representations for Automated Design of LiDAR Systems
• NeurIPS 2025In-context Learning of Linear Dynamical Systems with Transformers: Approximation Bounds and Depth-separation

All Dialogue Systems papers

419 papers, page 9 of 9

401. ICML 2023System Identification of Neural Systems: If We Got It Right, Would We Know?
402. ICML 2023Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems
403. ICML 2023User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems
404. ICML 2023What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective
405. NeurIPS 2023AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
406. NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
407. NeurIPS 2023Cookie Consent Has Disparate Impact on Estimation Accuracy
408. NeurIPS 2023Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning
409. NeurIPS 2023Lending Interaction Wings to Recommender Systems with Conversational Agents
410. NeurIPS 2023Moral Responsibility for AI Systems
411. NeurIPS 2023Nearly Optimal Bounds for Cyclic Forgetting
412. NeurIPS 2023OKRidge: Scalable Optimal k-Sparse Ridge Regression
413. NeurIPS 2023Optimal Exploration for Model-Based RL in Nonlinear Systems
414. NeurIPS 2023Optimistic Active Exploration of Dynamical Systems
415. NeurIPS 2023Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs
416. NeurIPS 2023Recommender Systems with Generative Retrieval
417. NeurIPS 2023Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
418. NeurIPS 2023Stochastic Approximation Algorithms for Systems of Interacting Particles
419. NeurIPS 2023Supply-Side Equilibria in Recommender Systems

FAQ

How many Dialogue Systems papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

419 in total: 49 in 2023, 92 in 2024, 107 in 2025, 171 in 2026.

How many Dialogue Systems papers are at NeurIPS 2026?

NeurIPS 2026 has 76 Dialogue Systems papers, versus 46 the year before.

How many Dialogue Systems papers are at ICLR 2026?

ICLR 2026 has 36 Dialogue Systems papers, versus 34 the year before.

How many Dialogue Systems papers are at ICML 2026?

ICML 2026 has 54 Dialogue Systems papers, versus 20 the year before.

How many Dialogue Systems papers are at CVPR 2026?

CVPR 2026 has 5 Dialogue Systems papers, versus 7 the year before.

Which conference publishes the most Dialogue Systems papers?

NeurIPS, with 189 papers from 2023 to 2026.