Summary of Ensembling Finetuned Language Models For Text Classification, by Sebastian Pineda Arango et al.
Ensembling Finetuned Language Models for Text Classificationby Sebastian Pineda Arango, Maciej Janowski, Lennart Purucker, Arber…
Summary of Graph Contrastive Learning Via Cluster-refined Negative Sampling For Semi-supervised Text Classification, by Wei Ai et al.
Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classificationby Wei Ai, Jianbin Li,…
Summary of Similarity-dissimilarity Loss with Supervised Contrastive Learning For Multi-label Classification, by Guangming Huang et al.
Similarity-Dissimilarity Loss with Supervised Contrastive Learning for Multi-label Classificationby Guangming Huang, Yunfei Long, Cunjin Luo,…
Summary of Reducing Labeling Costs in Sentiment Analysis Via Semi-supervised Learning, by Minoo Jafarlou and Mario M. Kubek
Reducing Labeling Costs in Sentiment Analysis via Semi-Supervised Learningby Minoo Jafarlou, Mario M. KubekFirst submitted…
Summary of A Multi-task Text Classification Pipeline with Natural Language Explanations: a User-centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets, by Nikolaos Mylonas et al.
A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis…
Summary of Exploring Space Efficiency in a Tree-based Linear Model For Extreme Multi-label Classification, by He-zhe Lin and Cheng-hung Liu and Chih-jen Lin
Exploring space efficiency in a tree-based linear model for extreme multi-label classificationby He-Zhe Lin, Cheng-Hung…
Summary of Text Classification Using Graph Convolutional Networks: a Comprehensive Survey, by Syed Mustafa Haider Rizvi et al.
Text Classification using Graph Convolutional Networks: A Comprehensive Surveyby Syed Mustafa Haider Rizvi, Ramsha Imran,…
Summary of Manual Verbalizer Enrichment For Few-shot Text Classification, by Quang Anh Nguyen et al.
Manual Verbalizer Enrichment for Few-Shot Text Classificationby Quang Anh Nguyen, Nadi Tomeh, Mustapha Lebbah, Thierry…
Summary of Gpt-4o As the Gold Standard: a Scalable and General Purpose Approach to Filter Language Model Pretraining Data, by Jifan Zhang et al.
GPT-4o as the Gold Standard: A Scalable and General Purpose Approach to Filter Language Model…
Summary of Revisiting Hierarchical Text Classification: Inference and Metrics, by Roman Plaud et al.
Revisiting Hierarchical Text Classification: Inference and Metricsby Roman Plaud, Matthieu Labeau, Antoine Saillenfest, Thomas BonaldFirst…