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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
'5
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'25

Papers (including subtopics)

Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreement ICLR 2025 TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation WACV 2025 TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning IJCAI 2025 TSGAN: Temporal Social Graph Attention Network for Aggressive Behavior Forecasting AAAI 2025 Tsururu: A Python-based Time Series Forecasting Strategies Library IJCAI 2025 Tuebingen at SemEval-2025 Task 10: Class Weighting, External Knowledge and Data Augmentation in BERT Models SemEval 2025 TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding SemEval 2025 Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance SemEval 2025 Tuning-Free Accountable Intervention for LLM Deployment – a Metacognitive Approach AAAI 2025 Tuning Into Bias: A Computational Study of Gender Bias in Song Lyrics NAACL 2025 Tuning the Frequencies: Robust Training for Sinusoidal Neural Networks CVPR 2025 TurboReg: TurboClique for Robust and Efficient Point Cloud Registration ICCV 2025 Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs ICLR 2025 TurtleBench: A Visual Programming Benchmark in Turtle Geometry NAACL 2025 TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025 T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning EMNLP 2025 TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation ICLR 2025 twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements EMNLP 2025 Two Challenges, One Solution: Robust Multimodal Learning through Dynamic Modality Recognition and Enhancement EMNLP 2025 Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models ICLR 2025 Twofold Debiasing Enhances Fine-Grained Learning with Coarse Labels AAAI 2025 Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025 Two-Stage Feature Generation with Transformer and Reinforcement Learning IJCAI 2025 Two Steps from Hell: Compositionality on Chemical LMs EMNLP 2025 Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations ICML 2025