conftrace_

Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4

21

30

55

40

51

225

219

249

257

357

364

480

942

818

966

1,394

2,092

3,114

4,415

4,853

5,064

5,371

5,992

6,412

5,823

1,475

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces ICML 2024 A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning NeurIPS 2024 A new Resource and Baselines for Opinion Role Labelling in German Parliamentary Debates COLING 2024 A New Robust Partial p-Wasserstein-Based Metric for Comparing Distributions ICML 2024 An Experimental Analysis on Evaluating Patent Citations EMNLP 2024 An Image-enhanced Molecular Graph Representation Learning Framework IJCAI 2024 An Image is Worth 32 Tokens for Reconstruction and Generation NeurIPS 2024 An Impossibility Theorem for Node Embedding AISTATS 2024 An Independence-promoting Loss for Music Generation with Language Models ICML 2024 An Infinite-Width Analysis on the Jacobian-Regularised Training of a Neural Network ICML 2024 An information-theoretic lower bound in time-uniform estimation COLT 2024 An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations AAAI 2024 An Inter-Speaker Fairness-Aware Speech Emotion Regression Framework Interspeech 2024 An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs ACL 2024 Anisotropy Is Inherent to Self-Attention in Transformers EACL 2024 Anisotropy is Not Inherent to Transformers NAACL 2024 An Iterative Min-Min Optimization Method for Sparse Bayesian Learning ICML 2024 An L* Algorithm for Deterministic Weighted Regular Languages EMNLP 2024 An LCF-IDF Document Representation Model Applied to Long Document Classification COLING 2024 An LLM Feature-based Framework for Dialogue Constructiveness Assessment EMNLP 2024 Anna Karenina Strikes Again: Pre-Trained LLM Embeddings May Favor High-Performing Learners NAACL 2024 An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024 Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing NeurIPS 2024 AnnoPlot: Interactive Visualizations of Text Annotations EACL 2024 Annotation and Classification of Relevant Clauses in Terms-and-Conditions Contracts COLING 2024