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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)

Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure ACL 2024 Who Said What: Formalization and Benchmarks for the Task of Quote Attribution COLING 2024 Who Wrote When? Author Diarization in Social Media Discussions EMNLP 2024 Why do objects have many names? A study on word informativeness in language use and lexical systems EMNLP 2024 Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models EACL 2024 Why Larger Language Models Do In-context Learning Differently? ICML 2024 Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024 Why the Metric Backbone Preserves Community Structure NeurIPS 2024 Why Voice Biomarkers of Psychiatric Disorders Are Not Used in Clinical Practice? Deconstructing the Myth of the Need for Objective Diagnosis COLING 2024 WikiBias as an Extrapolation Corpus for Bias Detection EMNLP 2024 Wikidata as a Source of Demographic Information ACL 2024 WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NeurIPS 2024 WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in Wikipedia AAAI 2024 WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild EMNLP 2024 Willkommens-Merkel, Chaos-Johnson, and Tore-Klose: Modeling the Evaluative Meaning of German Personal Name Compounds COLING 2024 WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics NeurIPS 2024 Winner-takes-all learners are geometry-aware conditional density estimators ICML 2024 With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning IJCAI 2024 With a Little Help from my (Linguistic) Friends: Topic segmentation of multi-party casual conversations EACL 2024 WkNER: Enhancing Named Entity Recognition with Word Segmentation Constraints and kNN Retrieval COLING 2024 Word-Aware Modality Stimulation for Multimodal Fusion COLING 2024 Word Boundary Information Isn’t Useful for Encoder Language Models ACL 2024 Word Embeddings Are Steers for Language Models ACL 2024 Word-level Commonsense Knowledge Selection for Event Detection COLING 2024 Word-level prediction in Plains Cree: First steps NAACL 2024