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binary classification

674 papers

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BCQ

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text classification (6776) support vector machine (976) large language model (12755) ensemble learning (1271) transformer model (1988) transfer learning (5442) natural language processing (2027) multi-label classification (1004) active learning (1295) pre-trained language model (1514)

Papers

Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection NAACL 2022
Dartmouth at SemEval-2022 Task 6: Detection of Sarcasm NAACL 2022
Team Stanford ACMLab at SemEval 2022 Task 4: Textual Analysis of PCL Using Contextual Word Embeddings NAACL 2022
I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes NAACL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection NAACL 2022
HITMI&T at SemEval-2022 Task 4: Investigating Task-Adaptive Pretraining And Attention Mechanism On PCL Detection NAACL 2022
YNU-HPCC at SemEval-2022 Task 4: Finetuning Pretrained Language Models for Patronizing and Condescending Language Detection NAACL 2022
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning SEMEVAL 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection SEMEVAL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection SEMEVAL 2022
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language SEMEVAL 2022
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks ICML 2021
Online Active Learning with Surrogate Loss Functions NIPS 2021
Unintended Selection: Persistent Qualification Rate Disparities and Interventions NIPS 2021
Corruption Robust Active Learning NIPS 2021
Classification of Censored Tweets in Chinese Language using XLNet NAACL 2021
hub at SemEval-2021 Task 2: Word Meaning Similarity Prediction Model Based on RoBERTa and Word Frequency IJCNLP 2021
Abusive content detection in transliterated Bengali-English social media corpus NAACL 2021
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection IJCNLP 2021
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts IJCNLP 2021
Learning Optimal Predictive Checklists NIPS 2021
Early-stopped neural networks are consistent NIPS 2021
Findings of the Shared Task on Troll Meme Classification in Tamil EACL 2021
Optimizing an Automatic Creaky Voice Detection Method for Australian English Speaking Females INTERSPEECH 2021
TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings SEMEVAL 2021