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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)

Detecting Cognitive Distortions from Patient-Therapist Interactions NAACL 2021 Detecting Community Sensitive Norm Violations in Online Conversations EMNLP 2021 Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? EMNLP 2021 Detecting COVID-19 from Audio Recording of Coughs Using Random Forests and Support Vector Machines Interspeech 2021 Detecting English Speech in the Air Traffic Control Voice Communication Interspeech 2021 Detecting Extraneous Content in Podcasts EACL 2021 Detecting Health Advice in Medical Research Literature EMNLP 2021 Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company’s Reputation EACL 2021 Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NeurIPS 2021 Detecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract) AAAI 2021 Detecting Moments and Highlights in Videos via Natural Language Queries NeurIPS 2021 Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021 Detecting Propaganda Techniques in Memes ACL 2021 Detecting Speaker Personas from Conversational Texts EMNLP 2021 Detection of Consonant Errors in Disordered Speech Based on Consonant-Vowel Segment Embedding Interspeech 2021 Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention Interspeech 2021 Detect Profane Language in Streaming Services to Protect Young Audiences ACL 2021 Determining a Person’s Suicide Risk by Voting on the Short-Term History of Tweets for the CLPsych 2021 Shared Task NAACL 2021 Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021 Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021 Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021 Diagnosis of COVID-19 Using Auditory Acoustic Cues Interspeech 2021 DialDoc 2021 Shared Task: Goal-Oriented Document-grounded Dialogue Modeling ACL 2021 Dialect Identification in Nuanced Arabic Tweets Using Farasa Segmentation and AraBERT EACL 2021 DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings EACL 2021