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← Core Methods
Machine Learning
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Core Methods
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Regression
4,964 papers
Papers per year
2000: 1
2001: 4
2002: 2
2003: 3
2004: 2
2005: 7
2006: 27
2007: 38
2008: 49
2009: 58
2010: 72
2011: 62
2012: 74
2013: 122
2014: 120
2015: 146
2016: 232
2017: 276
2018: 313
2019: 414
2020: 509
2021: 564
2022: 506
2023: 492
2024: 488
2025: 262
2026: 121
Papers
Inferring Neuroticism of Twitter Users by Utilizing their Following Interests
COLING 2020
Red Is Open-Minded, Blue Is Conscientious: Predicting User Traits From Instagram Image Data
COLING 2020
SemEval-2020 Task 3: Graded Word Similarity in Context
COLING 2020
SemEval-2020 Task 7: Assessing Humor in Edited News Headlines
COLING 2020
Buhscitu at SemEval-2020 Task 7: Assessing Humour in Edited News Headlines Using Hand-Crafted Features and Online Knowledge Bases
COLING 2020
Hasyarasa at SemEval-2020 Task 7: Quantifying Humor as Departure from Expectedness
COLING 2020
SSN_NLP at SemEval-2020 Task 7: Detecting Funniness Level Using Traditional Learning with Sentence Embeddings
COLING 2020
ECNU at SemEval-2020 Task 7: Assessing Humor in Edited News Headlines Using BiLSTM with Attention
COLING 2020
Ferryman at SemEval-2020 Task 7: Ensemble Model for Assessing Humor in Edited News Headlines
COLING 2020
Funny3 at SemEval-2020 Task 7: Humor Detection of Edited Headlines with LSTM and TFIDF Neural Network System
COLING 2020
HumorAAC at SemEval-2020 Task 7: Assessing the Funniness of Edited News Headlines through Regression and Trump Mentions
COLING 2020
LMML at SemEval-2020 Task 7: Siamese Transformers for Rating Humor in Edited News Headlines
COLING 2020
LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines
COLING 2020
MLEngineer at SemEval-2020 Task 7: BERT-Flair Based Humor Detection Model (BFHumor)
COLING 2020
Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating
COLING 2020
SO at SemEval-2020 Task 7: DeepPavlov Logistic Regression with BERT Embeddings vs SVR at Funniness Evaluation
COLING 2020
UniTuebingenCL at SemEval-2020 Task 7: Humor Detection in News Headlines
COLING 2020
WUY at SemEval-2020 Task 7: Combining BERT and Naive Bayes-SVM for Humor Assessment in Edited News Headlines
COLING 2020
Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets
COLING 2020
ZHAW-InIT - Social Media Geolocation at VarDial 2020
COLING 2020
Geolocation of Tweets with a BiLSTM Regression Model
COLING 2020
Data-driven confidence bands for distributed nonparametric regression
COLT 2020
Active Local Learning
COLT 2020
Learning Polynomials in Few Relevant Dimensions
COLT 2020
Approximation Schemes for ReLU Regression
COLT 2020
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