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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)

TAN-NTM: Topic Attention Networks for Neural Topic Modeling ACL 2021 TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training SemEval 2021 Targeted Keyword Filtering for Accelerated Spoken Topic Identification Interspeech 2021 Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker Interspeech 2021 Task-Agnostic Undesirable Feature Deactivation Using Out-of-Distribution Data NeurIPS 2021 Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021 Taskology: Utilizing Task Relations at Scale CVPR 2021 Task-Oriented Clustering for Dialogues EMNLP 2021 Task Switching Network for Multi-Task Learning ICCV 2021 Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021 TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract) IJCAI 2021 Taxonomy Completion via Triplet Matching Network AAAI 2021 TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning IJCAI 2021 TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations EMNLP 2021 Teaching Keyword Spotters to Spot New Keywords with Limited Examples Interspeech 2021 Teaching the Old Dog New Tricks: Supervised Learning with Constraints AAAI 2021 Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ACL 2021 Team 9: A Comparison of Simple vs. Complex Models for Suicide Risk Assessment NAACL 2021 Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection ACL 2021 Team_KGP at SemEval-2021 Task 7: A Deep Neural System to Detect Humor and Offense with Their Ratings in the Text Data SemEval 2021 Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection ACL 2021 Team ReadMe at CMCL 2021 Shared Task: Predicting Human Reading Patterns by Traditional Oculomotor Control Models and Machine Learning NAACL 2021 TEC: A Time Evolving Contextual Graph Model for Speaker State Analysis in Political Debates IJCAI 2021 Techniques for Symbol Grounding with SATNet NeurIPS 2021 TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings SemEval 2021