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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)

LieTransformer: Equivariant Self-Attention for Lie Groups ICML 2021 Lifelong Knowledge-Enriched Social Event Representation Learning EACL 2021 Lifting Symmetry Breaking Constraints with Inductive Logic Programming IJCAI 2021 Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance ICCV 2021 LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021 Light RUMs ICML 2021 Lightweight Cross-Lingual Sentence Representation Learning ACL 2021 LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features SemEval 2021 Likelihood-Based Diverse Sampling for Trajectory Forecasting ICCV 2021 Likelihood-free Out-of-Distribution Detection with Invertible Generative Models IJCAI 2021 Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings JMLR 2021 Linear and Kernel Classification in the Streaming Model: Improved Bounds for Heavy Hitters NeurIPS 2021 Lingua Custodia’s Participation at the WMT 2021 Machine Translation Using Terminologies Shared Task EMNLP 2021 Linguistic change and historical periodization of Old Literary Finnish ACL 2021 Linguistic Complexity Loss in Text-Based Therapy NAACL 2021 Linguistic Dependencies and Statistical Dependence EMNLP 2021 Link Prediction with Persistent Homology: An Interactive View ICML 2021 LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation SemEval 2021 LIORI at SemEval-2021 Task 8: Ask Transformer for measurements SemEval 2021 Lip-Reading With Densely Connected Temporal Convolutional Networks WACV 2021 Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021 Liquid Time-constant Networks AAAI 2021 LISAC FSDM USMBA at SemEval-2021 Task 5: Tackling Toxic Spans Detection Challenge with Supervised SpanBERT-based Model and Unsupervised LIME-based Model SemEval 2021 LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes NeurIPS 2021 LMdiff: A Visual Diff Tool to Compare Language Models EMNLP 2021