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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)

Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs AISTATS 2024 Monotonic Representation of Numeric Attributes in Language Models ACL 2024 Moral Disagreement over Serious Matters: Discovering the Knowledge Hidden in the Perspectives COLING 2024 Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning EACL 2024 More Discriminative Sentence Embeddings via Semantic Graph Smoothing EACL 2024 More DWUGs: Extending and Evaluating Word Usage Graph Datasets in Multiple Languages EMNLP 2024 More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization JMLR 2024 Morpheme Sense Disambiguation: A New Task Aiming for Understanding the Language at Character Level COLING 2024 MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space EMNLP 2024 MorphingMinds at SemEval-2024 Task 10: Emotion Recognition in Conversation in Hindi-English Code-Mixed Conversations SemEval 2024 Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology CVPR 2024 MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading CVPR 2024 MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer NAACL 2024 Most discriminative stimuli for functional cell type clustering ICLR 2024 mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? NAACL 2024 Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning AAAI 2024 Motion Deblurring via Spatial-Temporal Collaboration of Frames and Events AAAI 2024 MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction NeurIPS 2024 MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning ACL 2024 MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract) IJCAI 2024 mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models EACL 2024 MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024 MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract) AAAI 2024 MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024 MRT: Multi-modal Short- and Long-range Temporal Convolutional Network for Time-sync Comment Video Behavior Prediction COLING 2024