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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)

Task-Agnostic Graph Explanations NeurIPS 2022 Task-aware Privacy Preservation for Multi-dimensional Data ICML 2022 Task Discrepancy Maximization for Fine-Grained Few-Shot Classification CVPR 2022 Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022 Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction NAACL 2022 Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement IJCAI 2022 TB or not TB? Acoustic cough analysis for tuberculosis classification Interspeech 2022 TCS WITM 2022@FinSim4-ESG: Augmenting BERT with Linguistic and Semantic features for ESG data classification EMNLP 2022 TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SemEval 2022 TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022 TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition AAAI 2022 Teaching Humans When to Defer to a Classifier via Exemplars AAAI 2022 Teaching Neural Module Networks to Do Arithmetic COLING 2022 Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection ACL 2022 Team Innovators at SemEval-2022 for Task 8: Multi-Task Training with Hyperpartisan and Semantic Relation for Multi-Lingual News Article Similarity SemEval 2022 Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection SemEval 2022 Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models SemEval 2022 teamPN at TSAR-2022 Shared Task: Lexical Simplification using Multi-Level and Modular Approach EMNLP 2022 Team TMA at SemEval-2022 Task 8: Lightweight and Language-Agnostic News Similarity Classifier SemEval 2022 Team ÚFAL at CMCL 2022 Shared Task: Figuring out the correct recipe for predicting Eye-Tracking features using Pretrained Language Models ACL 2022 TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification ACL 2022 TechSSN at SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification using Deep Learning Models SemEval 2022 TELIN: Table Entity LINker for Extracting Leaderboards from Machine Learning Publications AACL 2022 TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022 Template based Graph Neural Network with Optimal Transport Distances NeurIPS 2022