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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
Ruddit: Norms of Offensiveness for English Reddit Comments
ACL 2021
Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews
ACL 2021
The statistical advantage of automatic NLG metrics at the system level
ACL 2021
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation?
ACL 2021
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event
ACL 2021
Stylistic approaches to predicting Reddit popularity in diglossia
ACL 2021
Regressing Location on Text for Probabilistic Geocoding
ACL 2021
Time-Aware Ancient Chinese Text Translation and Inference
ACL 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction
ACL 2021
LangResearchLab NC at SemEval-2021 Task 1: Linguistic Feature Based Modelling for Lexical Complexity
ACL 2021
Complex words identification using word-level features for SemEval-2020 Task 1
ACL 2021
TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity
ACL 2021
JCT at SemEval-2021 Task 1: Context-aware Representation for Lexical Complexity Prediction
ACL 2021
IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction
ACL 2021
Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense
ACL 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense
ACL 2021
RoMa at SemEval-2021 Task 7: A Transformer-based Approach for Detecting and Rating Humor and Offense
ACL 2021
SarcasmDet at SemEval-2021 Task 7: Detect Humor and Offensive based on Demographic Factors using RoBERTa Pre-trained Model
ACL 2021
IITK@LCP at SemEval-2021 Task 1: Classification for Lexical Complexity Regression Task
ACL 2021
LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction
ACL 2021
Alejandro Mosquera at SemEval-2021 Task 1: Exploring Sentence and Word Features for Lexical Complexity Prediction
ACL 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features
ACL 2021
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP)
ACL 2021
LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures
ACL 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach
ACL 2021
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