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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)

Semantic Sentence Similarity: Size does not Always Matter Interspeech 2021 Semantic Similarity Based Evaluation for Abstractive News Summarization ACL 2021 Semantic similarity metrics for learned image registration MIDL 2021 Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis EMNLP 2021 Semantic Transportation Prototypical Network for Few-Shot Intent Detection Interspeech 2021 SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) SemEval 2021 SemEval-2021 Task 5: Toxic Spans Detection SemEval 2021 SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images SemEval 2021 SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and Offense SemEval 2021 Semi-Discrete Social Recommendation (Student Abstract) AAAI 2021 Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees AISTATS 2021 Semi-supervised Interactive Intent Labeling NAACL 2021 Semi-supervised Keypoint Localization ICLR 2021 Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples ICCV 2021 Semi-Supervised Metric Learning: A Deep Resurrection AAAI 2021 Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks AAAI 2021 Semi-supervised Sequence Classification through Change Point Detection AAAI 2021 Semi-Supervised Synthesis of High-Resolution Editable Textures for 3D Humans CVPR 2021 Sensitivity Direction Learning with Neural Networks Using Domain Knowledge as Soft Shape Constraints IJCAI 2021 Sentence Bottleneck Autoencoders from Transformer Language Models EMNLP 2021 Sentence Complexity in Context NAACL 2021 Sentence-Permuted Paragraph Generation EMNLP 2021 Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags EACL 2021 SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts EMNLP 2021 Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021