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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)

ALVIN: Active Learning Via INterpolation EMNLP 2024 AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NeurIPS 2024 A Matter of Perspective: Building a Multi-Perspective Annotated Dataset for the Study of Literary Quality COLING 2024 AMD: Autoregressive Motion Diffusion AAAI 2024 A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets NAACL 2024 AMEND: Adaptive Margin and Expanded Neighborhood for Efficient Generalized Category Discovery WACV 2024 AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024 A Metalearned Neural Circuit for Nonparametric Bayesian Inference NeurIPS 2024 A minimax optimal approach to high-dimensional double sparse linear regression JMLR 2024 AMLB: an AutoML Benchmark JMLR 2024 Amodal Completion via Progressive Mixed Context Diffusion CVPR 2024 Amortized Planning with Large-Scale Transformers: A Case Study on Chess NeurIPS 2024 Amortized Variational Deep Kernel Learning ICML 2024 AMREx: AMR for Explainable Fact Verification EMNLP 2024 A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications ACL 2024 A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter ACL 2024 A Multilabel Classification Framework for Approximate Nearest Neighbor Search JMLR 2024 A Multi-Label Dataset of French Fake News: Human and Machine Insights COLING 2024 A multimodal analysis of different types of laughter expression in conversational dialogues Interspeech 2024 A Multimodal Framework for the Assessment of the Schizophrenia Spectrum Interspeech 2024 A Multimodal Framework to Detect Target Aware Aggression in Memes EACL 2024 A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024 A Multi-Task Embedder For Retrieval Augmented LLMs ACL 2024 A Multi-task Learning Framework for Evaluating Machine Translation of Emotion-loaded User-generated Content EMNLP 2024 AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning CVPR 2024