Concept Matching for Low-Resource Classification Jun 1, 2020 Classification General Classification
Code Code Available A Diagnostic Study of Explainability Techniques for Text Classification Sep 25, 2020 Classification Diagnostic
Code Code Available Contrastive Explanations for Model Interpretability Mar 2, 2021 model text-classification
Code Code Available Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings Jan 28, 2024 Contrastive Learning Descriptive
Code Code Available ContrXT: Generating Contrastive Explanations from any Text Classifier Dec 11, 2021 Decision Making Explainable artificial intelligence
Code Code Available Correlation Networks for Extreme Multi-label Text Classification Aug 23, 2022 Classification Multi Label Text Classification
Code Code Available Cross-lingual Text Classification with Heterogeneous Graph Neural Network May 24, 2021 Classification Graph Neural Network
Code Code Available Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Sep 9, 2021 Cross-Lingual Transfer Graph Neural Network
Code Code Available Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available Black-box Prompt Learning for Pre-trained Language Models Jan 21, 2022 Prompt Learning text-classification
Code Code Available Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Jan 13, 2018 Adversarial Text General Classification
Code Code Available Deep Learning Framework for Measuring the Digital Strategy of Companies from Earnings Calls Oct 23, 2020 Cloud Computing Clustering
Code Code Available Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Jun 24, 2020 image-classification Image Classification
Code Code Available Denoising Multi-Source Weak Supervision for Neural Text Classification Oct 9, 2020 Classification Denoising
Code Code Available AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models Jul 1, 2022 Active Learning text-classification
Code Code Available Diffuser: Efficient Transformers with Multi-hop Attention Diffusion for Long Sequences Oct 21, 2022 Language Modeling Language Modelling
Code Code Available DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition May 6, 2023 Relation text-classification
Code Code Available Distinct Label Representations for Few-Shot Text Classification Aug 1, 2021 Classification Few-Shot Text Classification
Code Code Available Distributionally Robust Models with Parametric Likelihood Ratios Apr 13, 2022 text-classification Text Classification
Code Code Available DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Oct 10, 2023 Classification Knowledge Graphs
Code Code Available DocBERT: BERT for Document Classification Apr 17, 2019 Classification Document Classification
Code Code Available Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data Jun 20, 2022 Classification Domain Adaptation
Code Code Available Don’t Miss the Labels: Label-semantic Augmented Meta-Learner for Few-Shot Text Classification Aug 1, 2021 Few-Shot Text Classification text-classification
Code Code Available Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Jan 21, 2022 Classification Contrastive Learning
Code Code Available BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine May 1, 2024 Language Modeling Language Modelling
Code Code Available Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction Apr 4, 2025 Attribute Language Modeling
Code Code Available Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Oct 29, 2022 Clustering Sentence
Code Code Available Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers Sep 10, 2021 text-classification Text Classification
Code Code Available Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction Sep 1, 2021 Data Poisoning Knowledge Distillation
Code Code Available CARE: Collaborative AI-Assisted Reading Environment Feb 24, 2023 Question Answering text-classification
Code Code Available Co-attention network with label embedding for text classification Nov 4, 2021 Classification Multi-class Classification
Code Code Available BertGCN: Transductive Text Classification by Combining GCN and BERT May 12, 2021 Classification text-classification
Code Code Available BertGCN: Transductive Text Classification by Combining GNN and BERT Aug 1, 2021 Classification text-classification
Code Code Available Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study Dec 30, 2021 Attribute Benchmarking
Code Code Available A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks Sep 19, 2020 Classification General Classification
Code Code Available BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Jan 1, 2021 Document Classification Language Modeling
Code Code Available Are We Really Making Much Progress in Text Classification? A Comparative Review Apr 8, 2022 Classification Decoder
Code Code Available Behavioral Factors in Interactive Training of Text Classifiers Jun 1, 2012 BIG-bench Machine Learning Sentiment Analysis
Code Code Available Automated Essay Scoring Using Transformer Models Oct 13, 2021 Automated Essay Scoring BIG-bench Machine Learning
Code Code Available Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Apr 13, 2022 Few-Shot Text Classification Language Modeling
Code Code Available Bag of Tricks for Efficient Text Classification Jul 6, 2016 CPU Emotion Recognition in Conversation
Code Code Available Be More with Less: Hypergraph Attention Networks for Inductive Text Classification Nov 1, 2020 Classification General Classification
Code Code Available BERTweet: A pre-trained language model for English Tweets May 20, 2020 Language Modeling Language Modelling
Code Code Available AcTune: Uncertainty-aware Active Self-Training for Semi-Supervised Active Learning with Pretrained Language Models Dec 16, 2021 Active Learning Language Modeling
Code Code Available AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages Nov 7, 2022 Active Learning Language Modeling
Code Code Available A Gamma-Poisson Mixture Topic Model for Short Text Apr 23, 2020 text-classification Text Classification
Code Code Available Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Sep 10, 2021 Document Classification Multi-Label Text Classification
Code Code Available Active Learning for BERT: An Empirical Study Nov 1, 2020 Active Learning Binary text classification
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