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binary classification

674 papers

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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

Overview of the 2022 Validity and Novelty Prediction Shared Task COLING 2022
On the Consistency of Max-Margin Losses AISTATS 2022
Classifying Emails into Human vs Machine Category AAAI 2022
Dist-PU: Positive-Unlabeled Learning From a Label Distribution Perspective CVPR 2022
I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes SEMEVAL 2022
YNU-HPCC at SemEval-2022 Task 6: Transformer-based Model for Intended Sarcasm Detection in English and Arabic SEMEVAL 2022
IIT DHANBAD CODECHAMPS at SemEval-2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification NAACL 2022
Pairwise Fairness for Ordinal Regression AISTATS 2022
UniBO at SemEval-2022 Task 5: A Multimodal bi-Transformer Approach to the Binary and Fine-grained Identification of Misogyny in Memes SEMEVAL 2022
RIT Boston at SemEval-2022 Task 5: Multimedia Misogyny Detection By Using Coherent Visual and Language Features from CLIP Model and Data-centric AI Principle SEMEVAL 2022
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs SEMEVAL 2022
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection SEMEVAL 2022
LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer SEMEVAL 2022
SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge SEMEVAL 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022
Frustratingly Easy System Combination for Grammatical Error Correction NAACL 2022
Strategic ranking AISTATS 2022
The Structured Abstain Problem and the Lovász Hinge COLT 2022
Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification AAAI 2022
Automated Detection of Wilson’s Disease Based on Improved Mel-frequency Cepstral Coefficients with Signal Decomposition INTERSPEECH 2022
End-to-End Audio-Visual Neural Speaker Diarization INTERSPEECH 2022
Event Causality Identification with Causal News Corpus - Shared Task 3, CASE 2022 EMNLP 2022
Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation INTERSPEECH 2022
Systematic Evaluation of Predictive Fairness AACL 2022
UniBO at SemEval-2022 Task 5: A Multimodal bi-Transformer Approach to the Binary and Fine-grained Identification of Misogyny in Memes NAACL 2022