A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks Nov 4, 2022 Feature Engineering text-classification
— Unverified Arabic Text Mining Nov 4, 2022 Retrieval text-classification
— Unverified Combining Word Vector Technique and Clustering Algorithm for Credit Card Merchant Detection Nov 1, 2022 Clustering text-classification
— Unverified A General Search-based Framework for Generating Textual Counterfactual Explanations Nov 1, 2022 Classification counterfactual
— Unverified Enhancing Chinese Multi-Label Text Classification Performance with Response-based Knowledge Distillation Nov 1, 2022 Knowledge Distillation Multi Label Text Classification
— Unverified QNet: A Quantum-native Sequence Encoder Architecture Oct 31, 2022 named-entity-recognition Named Entity Recognition
— Unverified XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models Oct 30, 2022 text-classification Text Classification
— Unverified STPrompt: Semantic-guided and Task-driven prompts for Effective Few-shot Classification Oct 29, 2022 Few-Shot Learning Few-Shot Text Classification
— Unverified CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification Oct 29, 2022 Extreme Multi-Label Classification Multi-Label Classification
Code Code Available Assessing Phrase Break of ESL speech with Pre-trained Language Models Oct 28, 2022 text-classification Text Classification
— Unverified A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking Oct 27, 2022 Classification text-classification
— Unverified BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification Oct 27, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models Oct 26, 2022 Text Classification Text Infilling
— Unverified Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness Oct 26, 2022 Adversarial Robustness Representation Learning
— Unverified Improving Imbalanced Text Classification with Dynamic Curriculum Learning Oct 25, 2022 Classification Scheduling
— Unverified Enhancing Product Safety in E-Commerce with NLP Oct 25, 2022 text-classification Text Classification
— Unverified Revisiting Softmax for Uncertainty Approximation in Text Classification Oct 25, 2022 Classification Domain Adaptation
— Unverified SepLL: Separating Latent Class Labels from Weak Supervision Noise Oct 25, 2022 text-classification Text Classification
Code Code Available Progressive Sentiment Analysis for Code-Switched Text Data Oct 25, 2022 Cross-Lingual Transfer named-entity-recognition
Code Code Available A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard Oct 24, 2022 Descriptive Multi Class Text Classification
Code Code Available Generating Hierarchical Explanations on Text Classification Without Connecting Rules Oct 24, 2022 Classification Clustering
— Unverified Conformal Predictor for Improving Zero-shot Text Classification Efficiency Oct 23, 2022 Classification Natural Language Inference
— Unverified A Health Focused Text Classification Tool (HFTCT) Oct 23, 2022 Classification text-classification
— Unverified Unsupervised Non-transferable Text Classification Oct 23, 2022 Classification text-classification
Code Code Available Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification Oct 23, 2022 Few-Shot Text Classification Language Modeling
— Unverified Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks Oct 22, 2022 Few-Shot Text Classification Meta-Learning
— Unverified TCAB: A Large-Scale Text Classification Attack Benchmark Oct 21, 2022 Abuse Detection Classification
Code Code Available Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks Oct 21, 2022 Knowledge Distillation text-classification
— Unverified Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals Oct 21, 2022 Classification counterfactual
Code Code Available Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language Oct 19, 2022 Articles Classification
— Unverified A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Oct 18, 2022 Cross-Lingual Transfer text-classification
Code Code Available Exclusive Supermask Subnetwork Training for Continual Learning Oct 18, 2022 Continual Learning Text Classification
Code Code Available On the Impact of Temporal Concept Drift on Model Explanations Oct 17, 2022 Text Classification
Code Code Available Multi-granularity Argument Mining in Legal Texts Oct 17, 2022 Argument Mining Classification
— Unverified Controlling Bias Exposure for Fair Interpretable Predictions Oct 14, 2022 Attribute Task 2
Code Code Available Neural Attentive Circuits Oct 14, 2022 Point Cloud Classification text-classification
— Unverified HashFormers: Towards Vocabulary-independent Pre-trained Transformers Oct 14, 2022 text-classification Text Classification
— Unverified Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods Oct 13, 2022 Abstractive Text Summarization Feature Importance
Code Code Available LIME: Weakly-Supervised Text Classification Without Seeds Oct 13, 2022 Classification Natural Language Inference
Code Code Available Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers Oct 13, 2022 Language Modeling Language Modelling
Code Code Available Improving Graph-Based Text Representations with Character and Word Level N-grams Oct 12, 2022 Graph Representation Learning Representation Learning
— Unverified Federated Continual Learning for Text Classification via Selective Inter-client Transfer Oct 12, 2022 Continual Learning Federated Learning
Code Code Available Transformer-based Text Classification on Unified Bangla Multi-class Emotion Corpus Oct 12, 2022 Emotion Classification Sentiment Analysis
Code Code Available Detecting Backdoors in Deep Text Classifiers Oct 11, 2022 Data Poisoning text-classification
— Unverified Relational Embeddings for Language Independent Stance Detection Oct 11, 2022 Stance Detection text-classification
— Unverified Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment Oct 11, 2022 text-classification Text Classification
— Unverified Parameter-Efficient Tuning with Special Token Adaptation Oct 10, 2022 Natural Language Understanding NER
Code Code Available KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification Oct 8, 2022 Classification Question Answering
— Unverified Token Classification for Disambiguating Medical Abbreviations Oct 5, 2022 Classification text-classification
— Unverified Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Oct 5, 2022 Classification GPU
— Unverified 