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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
51
357
966
4,853
5,823
2000
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Papers (including subtopics)

Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023 FREDIS: A Fusion Framework of Refinement and Disambiguation for Unreliable Partial Label Learning ICML 2023 FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation CVPR 2023 Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023 Frequency Domain Disentanglement for Arbitrary Neural Style Transfer AAAI 2023 Frequency Guidance Matters in Few-Shot Learning ICCV 2023 Frequency Patterns of Individual Speaker Characteristics at Higher and Lower Spectral Ranges Interspeech 2023 Frequentist Uncertainty Quantification in Semi-Structured Neural Networks AISTATS 2023 Friedrich Nietzsche at SemEval-2023 Task 4: Detection of Human Values from Text Using Machine Learning SemEval 2023 Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction ACL 2023 From t-SNE to UMAP with contrastive learning ICLR 2023 From adaptive score normalization to adaptive data normalization for speaker verification systems Interspeech 2023 From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection ICCV 2023 From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding ACL 2023 From Classification Accuracy to Proper Scoring Rules: Elicitability of Probabilistic Top List Predictions JMLR 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 From Diachronic to Contextual Lexical Semantic Change: Introducing Semantic Difference Keywords (SDKs) for Discourse Studies EMNLP 2023 From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments WACV 2023 From Hypergraph Energy Functions to Hypergraph Neural Networks ICML 2023 From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization ACL 2023 From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset AACL 2023 From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks ICML 2023 From Shapley Values to Generalized Additive Models and back AISTATS 2023 From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023 From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation ACL 2023