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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
'5
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'25

Papers (including subtopics)

Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023 Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval ICCV 2023 CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning Interspeech 2023 COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements ACL 2023 COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP ACL 2023 CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification ICML 2023 CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning EMNLP 2023 CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NeurIPS 2023 CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models ICML 2023 CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation ACL 2023 Coder Reviewer Reranking for Code Generation ICML 2023 Codex to corpus: Exploring annotation and processing for an open and extensible machine-readable edition of the Florentine Codex ACL 2023 CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis ICML 2023 COFFEE: A Contrastive Oracle-Free Framework for Event Extraction ACL 2023 Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards AAAI 2023 Cognate Transformer for Automated Phonological Reconstruction and Cognate Reflex Prediction EMNLP 2023 Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness? EMNLP 2023 Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency EMNLP 2023 Coherent Event Guided Low-Light Video Enhancement ICCV 2023 CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra NeurIPS 2023 Cold Analysis of Rao-Blackwellized Straight-Through Gumbel-Softmax Gradient Estimator ICML 2023 Collaboratively Learning Linear Models with Structured Missing Data NeurIPS 2023 Collaborative Pure Exploration in Kernel Bandit ICLR 2023 Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception CVPR 2023 Color Equivariant Convolutional Networks NeurIPS 2023