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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)

Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem ICLR 2024 Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods NeurIPS 2024 MatrixNet: Learning over symmetry groups using learned group representations NeurIPS 2024 Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions EMNLP 2024 MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024 Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends ACL 2024 MaViLS, a Benchmark Dataset for Video-to-Slide Alignment, Assessing Baseline Accuracy with a Multimodal Alignment Algorithm Leveraging Speech, OCR, and Visual Features Interspeech 2024 Maximum entropy GFlowNets with soft Q-learning AISTATS 2024 MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations ICML 2024 MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data ICLR 2024 MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024 McRock at SemEval-2024 Task 4: Mistral 7B for Multilingual Detection of Persuasion Techniques In Memes SemEval 2024 MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning NAACL 2024 MDS: A Fine-Grained Dataset for Multi-Modal Dialogue Summarization COLING 2024 Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective ICML 2024 Mean Field Theory in Deep Metric Learning ICLR 2024 Meaning Representations from Trajectories in Autoregressive Models ICLR 2024 Mean-Shift Feature Transformer CVPR 2024 Measuring Cross-lingual Transfer in Bytes NAACL 2024 Measuring Cross-Text Cohesion for Segmentation Similarity Scoring COLING 2024 Measuring Dejavu Memorization Efficiently NeurIPS 2024 Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models NeurIPS 2024 Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features AAAI 2024 Measuring Vision-Language STEM Skills of Neural Models ICLR 2024 MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries ACL 2024