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)
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
NeurIPS 2024
Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models
ACL 2024
Lane2Seq: Towards Unified Lane Detection via Sequence Generation
CVPR 2024
LangCell: Language-Cell Pre-training for Cell Identity Understanding
ICML 2024
LangSplat: 3D Language Gaussian Splatting
CVPR 2024
Language Agnostic Code Embeddings
NAACL 2024
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
ICLR 2024
Language Control Diffusion: Efficiently Scaling through Space, Time, and Tasks
ICLR 2024
Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition
ICML 2024
Language-guided Image Reflection Separation
CVPR 2024
Language-guided Skill Learning with Temporal Variational Inference
ICML 2024
Language-Guided Transformer for Federated Multi-Label Classification
AAAI 2024
Language Identification of Philippine Creole Spanish: Discriminating Chavacano From Related Languages
NAACL 2024
Language-Independent Representations Improve Zero-Shot Summarization
NAACL 2024
Language Model Decoding as Direct Metrics Optimization
ICLR 2024
Language Models as Hierarchy Encoders
NeurIPS 2024
Language Models as Inductive Reasoners
EACL 2024
Language Models Implement Simple Word2Vec-style Vector Arithmetic
NAACL 2024
Language Models Represent Space and Time
ICLR 2024
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models
ACL 2024
Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading
NeurIPS 2024
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem
ACL 2024
Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis
CVPR 2024
Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation
IJCAI 2024
Large Language Models Are Neurosymbolic Reasoners
AAAI 2024