Information Extraction papers, 2023–2026

Key findings

• Information Extraction went from 143 papers in 2023 to 266 in 2026, roughly 1.9x in three years.
• NeurIPS publishes the most Information Extraction work: 287 papers from 2023 to 2026, 36% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 2 in 2023 to 28 in 2026.
• Among the 5 topics under Natural Language, it ranks #3 by 2026 paper count; the fastest grower in the group, Retrieval-Augmented Generation, is up 5.4x versus 1.9x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$\texttt{bispectrum}$: Selective $G$-Bispectra Made Practical
• ICML 2026AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning
• ICLR 2026An Information-Theoretic Parameter-Free Bayesian Framework for Probing Labeled Dependency Trees from Attention Score
• CVPR 2026ActiveGrasp Information-Guided Active Grasping with Calibrated Energy-based Model
• NeurIPS 2025A Pre-training Framework for Relational Data with Information-theoretic Principles
• ICML 2025A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method
• ICLR 2025ADAM: An Embodied Causal Agent in Open-World Environments
• CVPR 2025A Focused Human Body Model for Accurate Anthropometric Measurements Extraction
• NeurIPS 2024TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
• ICML 2024An Information-Theoretic Analysis of In-Context Learning
• ICLR 2024Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information
• CVPR 2024Differentiable Information Bottleneck for Deterministic Multi-view Clustering
• NeurIPS 2023A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective
• ICML 2023Abstracting Imperfect Information Away from Two-Player Zero-Sum Games
• ICLR 2023A VAE for Transformers with Nonparametric Variational Information Bottleneck
• CVPR 2023"Seeing" Electric Network Frequency From Events
• NeurIPS 2026An Information-theoretic Framework for Auditing Unfairness in Training Data
• ICML 2026GCIB: Graph Contrastive Information Bottleneck for Multi-Behavior Recommendation
• ICLR 2026Calibrated Information Bottleneck for Trusted Multi-modal Clustering
• CVPR 2026Beyond Whats Shared Recovering Lost Unique Information from Intermediate Layers

All Information Extraction papers

175 papers, page 4 of 4

151. ICLR 2023An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer ReLU Network
152. ICLR 2023Bayesian Oracle for bounding information gain in neural encoding models
153. ICLR 2023Can discrete information extraction prompts generalize across language models?
154. ICLR 2023Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation
155. ICLR 2023Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs
156. ICLR 2023Evolving Populations of Diverse RL Agents with MAP-Elites
157. ICLR 2023FIT: A Metric for Model Sensitivity
158. ICLR 2023Information Plane Analysis for Dropout Neural Networks
159. ICLR 2023Information-Theoretic Analysis of Unsupervised Domain Adaptation
160. ICLR 2023Information-Theoretic Diffusion
161. ICLR 2023Interpretability with full complexity by constraining feature information
162. ICLR 2023Is Attention All That NeRF Needs?
163. ICLR 2023Measure the Predictive Heterogeneity
164. ICLR 2023Measuring Forgetting of Memorized Training Examples
165. ICLR 2023Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation
166. ICLR 2023Perfectly Secure Steganography Using Minimum Entropy Coupling
167. ICLR 2023Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information
168. ICLR 2023Priors, Hierarchy, and Information Asymmetry for Skill Transfer in Reinforcement Learning
169. ICLR 2023Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective
170. ICLR 2023Task-Aware Information Routing from Common Representation Space in Lifelong Learning
171. ICLR 2023Test-Time Adaptation via Self-Training with Nearest Neighbor Information
172. ICLR 2023Trading Information between Latents in Hierarchical Variational Autoencoders
173. ICLR 2023TypeT5: Seq2seq Type Inference using Static Analysis
174. ICLR 2023Unmasking the Lottery Ticket Hypothesis: What's Encoded in a Winning Ticket's Mask?
175. ICLR 2023Variational Information Pursuit for Interpretable Predictions

FAQ

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

798 in total: 143 in 2023, 190 in 2024, 199 in 2025, 266 in 2026.

How many Information Extraction papers are at NeurIPS 2026?

NeurIPS 2026 has 96 Information Extraction papers, versus 80 the year before.

How many Information Extraction papers are at ICLR 2026?

ICLR 2026 has 63 Information Extraction papers, versus 50 the year before.

How many Information Extraction papers are at ICML 2026?

ICML 2026 has 74 Information Extraction papers, versus 46 the year before.

How many Information Extraction papers are at CVPR 2026?

CVPR 2026 has 33 Information Extraction papers, versus 23 the year before.

Which conference publishes the most Information Extraction papers?

NeurIPS, with 287 papers from 2023 to 2026.