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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)

A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection EMNLP 2023 A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing ACL 2023 A Sentence Alignment Approach to Document Alignment and Multi-faceted Filtering for Curating Parallel Sentence Pairs from Web-crawled Data EMNLP 2023 A Sequence-to-Sequence&Set Model for Text-to-Table Generation ACL 2023 A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis EMNLP 2023 A Set Prediction Network For Extractive Summarization ACL 2023 A Side-by-side Comparison of Transformers for Implicit Discourse Relation Classification ACL 2023 A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires ACL 2023 A simple but effective model for attachment in discourse parsing with multi-task learning for relation labeling EACL 2023 A Simple yet Efficient Ensemble Approach for AI-generated Text Detection EMNLP 2023 A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023 ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition NeurIPS 2023 ASM: Adaptive Skinning Model for High-Quality 3D Face Modeling ICCV 2023 A Snoring Sound Dataset for Body Position Recognition: Collection, Annotation, and Analysis Interspeech 2023 A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning ICCV 2023 A Solution to Co-occurence Bias: Attributes Disentanglement via Mutual Information Minimization for Pedestrian Attribute Recognition IJCAI 2023 Aspect-aware Unsupervised Extractive Opinion Summarization ACL 2023 Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis EMNLP 2023 A Spectral Theory of Neural Prediction and Alignment NeurIPS 2023 A Spectral Viewpoint on Continual Relation Extraction EMNLP 2023 ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources CVPR 2023 Assessing Distractors in Multiple-Choice Tests AACL 2023 Assessing Learned Representations under Open-World Novelty AAAI 2023 Assessing Word Importance Using Models Trained for Semantic Tasks ACL 2023 AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation ICCV 2023