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Methodology
← Learning Types
Machine Learning
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Learning Types
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Supervised Learning
988 directly classified papers
Papers per year
2001: 3
2003: 5
2004: 5
2005: 1
2006: 19
2007: 20
2008: 10
2009: 10
2010: 16
2011: 18
2012: 29
2013: 32
2014: 29
2015: 21
2016: 25
2017: 67
2018: 45
2019: 40
2020: 75
2021: 98
2022: 83
2023: 86
2024: 131
2025: 120
Papers
End-to-End Multi-Perspective Matching for Entity Resolution
IJCAI 2019
Is advance knowledge of flow sizes a plausible assumption?
NSDI 2019
Fixing Mini-batch Sequences with Hierarchical Robust Partitioning
AISTATS 2019
What does Neural Bring? Analysing Improvements in Morphosyntactic Annotation and Lemmatisation of Slovenian, Croatian and Serbian
ACL 2019
Towards Text Processing Pipelines to Identify Adverse Drug Events-related Tweets: University of Michigan @ SMM4H 2019 Task 1
ACL 2019
Detecting Subevents using Discourse and Narrative Features
ACL 2019
Multi-Channel Training for End-to-End Speaker Recognition Under Reverberant and Noisy Environment
INTERSPEECH 2019
Subspace Inference for Bayesian Deep Learning
UAI 2019
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation
EMNLP 2019
Without lexicons, multiword expression identification will never fly: A position statement
ACL 2019
Data Set for Stance and Sentiment Analysis from User Comments on Croatian News
ACL 2019
The Utility of Discourse Parsing Features for Predicting Argumentation Structure
ACL 2019
Simultaneous Private Learning of Multiple Concepts
JMLR 2019
A Large-Scale Corpus for Conversation Disentanglement
ACL 2019
Training Neural Machine Translation to Apply Terminology Constraints
ACL 2019
Complete Search for Feature Selection in Decision Trees
JMLR 2019
Binarsity: a penalization for one-hot encoded features in linear supervised learning
JMLR 2019
AI-powered Posture Training: Application of Machine Learning in Sitting Posture Recognition Using the LifeChair Smart Cushion
IJCAI 2019
An adaptive nearest neighbor rule for classification
NIPS 2019
A Dataset for Noun Compositionality Detection for a Slavic Language
ACL 2019
Fermi at SemEval-2019 Task 4: The sarah-jane-smith Hyperpartisan News Detector
SEMEVAL 2019
Synthesizing Datalog Programs using Numerical Relaxation
IJCAI 2019
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning
EMNLP 2019
SAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart
AAAI 2019
Get IT Scored Using AutoSAS — An Automated System for Scoring Short Answers
AAAI 2019
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