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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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'25

Papers (including subtopics)

A dynamic programming algorithm for span-based nested named-entity recognition in O(n2) ACL 2023 A Dynamics and Task Decoupled Reinforcement Learning Architecture for High-Efficiency Dynamic Target Intercept AAAI 2023 A Fast and Accurate Estimator for Large Scale Linear Model via Data Averaging NeurIPS 2023 A Federated Approach for Hate Speech Detection EACL 2023 Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection ICCV 2023 Affinity-Aware Graph Networks NeurIPS 2023 A Fine-Grained Taxonomy of Replies to Hate Speech EMNLP 2023 A finite-state morphological analyser for Highland Puebla Nahuatl ACL 2023 A Framework and Benchmark for Deep Batch Active Learning for Regression JMLR 2023 A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions NeurIPS 2023 AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages EMNLP 2023 A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023 A General Framework for Multimodal Argument Persuasiveness Classification of Tweets EMNLP 2023 A Generalization of ViT/MLP-Mixer to Graphs ICML 2023 A Generalized Deep Markov Random Fields Framework for Fake News Detection IJCAI 2023 A Generalized Unbiased Risk Estimator for Learning with Augmented Classes AAAI 2023 A General Rank Preserving Framework for Asymmetric Image Retrieval ICLR 2023 A General Representation Learning Framework with Generalization Performance Guarantees ICML 2023 A General Theory of Correct, Incorrect, and Extrinsic Equivariance NeurIPS 2023 A Generation-based Deductive Method for Math Word Problems EMNLP 2023 A Generative Framework for Conversational Laughter: Its 'Language Model' and Laughter Sound Synthesis Interspeech 2023 Aggregating Multiple Heuristic Signals as Supervision for Unsupervised Automated Essay Scoring ACL 2023 Agnostically Learning Single-Index Models using Omnipredictors NeurIPS 2023 Agnostic Multi-Group Active Learning NeurIPS 2023 Agnostic PAC Learning of k-juntas Using L_2-Polynomial Regression AISTATS 2023