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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)

How low is too low? A monolingual take on lemmatisation in Indian languages NAACL 2021 How many data points is a prompt worth? NAACL 2021 How Modular should Neural Module Networks Be for Systematic Generalization? NeurIPS 2021 How rotational invariance of common kernels prevents generalization in high dimensions ICML 2021 How Shift Equivariance Impacts Metric Learning for Instance Segmentation ICCV 2021 How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021 How to transfer algorithmic reasoning knowledge to learn new algorithms? NeurIPS 2021 How Well Generative Adversarial Networks Learn Distributions JMLR 2021 #HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention EMNLP 2021 HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization NAACL 2021 hub at SemEval-2021 Task 1: Fusion of Sentence and Word Frequency to Predict Lexical Complexity SemEval 2021 hub at SemEval-2021 Task 2: Word Meaning Similarity Prediction Model Based on RoBERTa and Word Frequency SemEval 2021 hub at SemEval-2021 Task 5: Toxic Span Detection Based on Word-Level Classification SemEval 2021 hub at SemEval-2021 Task 7: Fusion of ALBERT and Word Frequency Information Detecting and Rating Humor and Offense SemEval 2021 HUB@DravidianLangTech-EACL2021: Identify and Classify Offensive Text in Multilingual Code Mixing in Social Media EACL 2021 HUB@DravidianLangTech-EACL2021: Meme Classification for Tamil Text-Image Fusion EACL 2021 Human-AI Collaboration with Bandit Feedback IJCAI 2021 Human-in-the-Loop Efficiency Analysis for Binary Classification in Edyson Interspeech 2021 Human-like informative conversations: Better acknowledgements using conditional mutual information NAACL 2021 Human Uncertainty Inference via Deterministic Ensemble Neural Networks AAAI 2021 HumorHunter at SemEval-2021 Task 7: Humor and Offense Recognition with Disentangled Attention SemEval 2021 Humor Knowledge Enriched Transformer for Understanding Multimodal Humor AAAI 2021 Hurdles to Progress in Long-form Question Answering NAACL 2021 HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection CVPR 2021 Hybrid Estimation for Open-Ended Questions with Early-Age Students’ Block-Based Programming Answers ACML 2021