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
21
30
55
40
51
225
219
249
257
357
364
480
942
818
966
1,394
2,092
3,114
4,415
4,853
5,064
5,371
5,992
6,412
5,823
1,475
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors
EMNLP 2024
Detecting Impact Relevant Sections in Scientific Research
COLING 2024
Detecting Loanwords in Emakhuwa: An Extremely Low-Resource Bantu Language Exhibiting Significant Borrowing from Portuguese
COLING 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables
EMNLP 2024
Detecting Mode Collapse in Language Models via Narration
EACL 2024
Detecting Sexual Content at the Sentence Level in First Millennium Latin Texts
COLING 2024
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood
EMNLP 2024
Detecting the terminality of speech-turn boundary for spoken interactions in French TV and Radio content
Interspeech 2024
Detection and Measurement of Syntactic Templates in Generated Text
EMNLP 2024
Detection of background agents speech in contact centers
Interspeech 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning
NeurIPS 2024
DetectiveReDASers at HSD-2Lang 2024: A New Pooling Strategy with Cross-lingual Augmentation and Ensembling for Hate Speech Detection in Low-resource Languages
EACL 2024
DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
NeurIPS 2024
Developing a Part-of-speech Tagger for Diplomatically Edited Old Irish Text
COLING 2024
Dexterous Grasp Transformer
CVPR 2024
DFKI-MLST at DialAM-2024 Shared Task: System Description
ACL 2024
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection
AAAI 2024
DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis
IJCAI 2024
DGC-GNN: Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching
CVPR 2024
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization
AAAI 2024
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives
IJCAI 2024
DHMConv: Directed Hypergraph Momentum Convolution Framework
AISTATS 2024
Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach
AAAI 2024
DiAL : Diversity Aware Listwise Ranking for Query Auto-Complete
EMNLP 2024
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction
EMNLP 2024