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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)

The Contour to Classification Game AAAI 2021 The curious case of adversarially robust models: More data can help, double descend, or hurt generalization UAI 2021 The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ACL 2021 The decomposition of the higher-order homology embedding constructed from the k-Laplacian NeurIPS 2021 The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models JMLR 2021 The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021 The Earth Mover’s Pinball Loss: Quantiles for Histogram-Valued Regression ICML 2021 The effectiveness of feature attribution methods and its correlation with automatic evaluation scores NeurIPS 2021 The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers NeurIPS 2021 The FairyNet Corpus - Character Networks for German Fairy Tales EMNLP 2021 The Flipped Classroom model for teaching Conditional Random Fields in an NLP course NAACL 2021 The Four-Way Classification of Stops with Voicing and Aspiration for Non-Native Speech Evaluation Interspeech 2021 The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NeurIPS 2021 The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021 The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation EMNLP 2021 The IDC System for Sentiment Classification and Sarcasm Detection in Arabic EACL 2021 The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation Interspeech 2021 The Impact of Positional Encodings on Multilingual Compression EMNLP 2021 The Impact of Record Linkage on Learning from Feature Partitioned Data ICML 2021 The Inductive Bias of Quantum Kernels NeurIPS 2021 The inductive bias of ReLU networks on orthogonally separable data ICLR 2021 The Influence of Parallel Processing on Illusory Vowels Interspeech 2021 The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues EACL 2021 The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates Interspeech 2021 The Intrinsic Dimension of Images and Its Impact on Learning ICLR 2021