MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting Jul 1, 2021 Sentence text-classification
Code Code Available ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information Jun 30, 2021 Language Modeling Language Modelling
Code Code Available Classification of Consumer Belief Statements From Social Media Jun 29, 2021 Classification Clustering
— Unverified Deep Learning for Technical Document Classification Jun 27, 2021 Classification Decision Making
— Unverified byteSteady: Fast Classification Using Byte-Level n-Gram Embeddings Jun 24, 2021 Classification text-classification
— Unverified Evaluation of Representation Models for Text Classification with AutoML Tools Jun 24, 2021 AutoML text-classification
— Unverified Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Jun 23, 2021 Domain Adaptation image-classification
Code Code Available Graph Routing between Capsules Jun 22, 2021 Relation text-classification
— Unverified Ad Text Classification with Transformer-Based Natural Language Processing Methods Jun 21, 2021 Classification Language Modeling
— Unverified A Turing Test for Transparency Jun 21, 2021 Binary Classification Explainable artificial intelligence
— Unverified Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification Jun 21, 2021 Data Augmentation Fairness
— Unverified Label prompt for multi-label text classification Jun 18, 2021 Classification Language Modeling
— Unverified Joining datasets via data augmentation in the label space for neural networks Jun 17, 2021 Data Augmentation text-classification
— Unverified On Evaluation and Improvement of Tail Label Performance for Multi-label Text Classification Jun 16, 2021 Multi Label Text Classification Multi-Label Text Classification
— Unverified BERT Embeddings for Automatic Readability Assessment Jun 15, 2021 Text Classification
Code Code Available SSMix: Saliency-Based Span Mixup for Text Classification Jun 15, 2021 Classification Data Augmentation
Code Code Available Consistency Regularization for Cross-Lingual Fine-Tuning Jun 15, 2021 Machine Translation Question Answering
Code Code Available Evaluating Various Tokenizers for Arabic Text Classification Jun 14, 2021 Classification News Classification
Code Code Available Dataset of Propaganda Techniques of the State-Sponsored Information Operation of the People's Republic of China Jun 14, 2021 Multi Label Text Classification Multi-Label Text Classification
Code Code Available FedNLP: An interpretable NLP System to Decode Federal Reserve Communications Jun 11, 2021 Sentiment Analysis Text Classification
Code Code Available A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents Jun 10, 2021 Classification intent-classification
— Unverified Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021 Jun 10, 2021 Classification named-entity-recognition
— Unverified Investigating sanity checks for saliency maps with image and text classification Jun 8, 2021 text-classification Text Classification
— Unverified Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Jun 8, 2021 Data Augmentation Question Answering
Code Code Available Learning from Multiple Noisy Partial Labelers Jun 8, 2021 Attribute Classification
Code Code Available Identifying Populist Paragraphs in Text: A machine-learning approach Jun 6, 2021 BIG-bench Machine Learning text-classification
— Unverified Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Jun 6, 2021 Diversity Multi Label Text Classification
Code Code Available Recursive Tree Attention: Improving Semantic Representations with Syntactic Tree Structured Attention Mechanism Jun 4, 2021 Constituency Parsing Representation Learning
— Unverified BERT-Based Sentiment Analysis: A Software Engineering Perspective Jun 4, 2021 Recommendation Systems Sentiment Analysis
Code Code Available Syntax-augmented Multilingual BERT for Cross-lingual Transfer Jun 3, 2021 Cross-Lingual Transfer named-entity-recognition
Code Code Available belabBERT: a Dutch RoBERTa-based language model applied to psychiatric classification Jun 2, 2021 Audio Classification Classification
— Unverified Is Sparse Attention more Interpretable? Jun 2, 2021 text-classification Text Classification
— Unverified More Identifiable yet Equally Performant Transformers for Text Classification Jun 2, 2021 Classification text-classification
Code Code Available Discrete Cosine Transform as Universal Sentence Encoder Jun 2, 2021 Question Answering Sentence
— Unverified Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond Jun 1, 2021 Data Augmentation Entity Resolution
Code Code Available KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification Jun 1, 2021 Classification text-classification
— Unverified Private Text Classification with Convolutional Neural Networks Jun 1, 2021 Classification Privacy Preserving
— Unverified NLP@NISER: Classification of COVID19 tweets containing symptoms Jun 1, 2021 Classification text-classification
— Unverified The ProfNER shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora Jun 1, 2021 named-entity-recognition Named Entity Recognition
— Unverified Interpreting Text Classifiers by Learning Context-sensitive Influence of Words Jun 1, 2021 Sentiment Analysis text-classification
— Unverified TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names Jun 1, 2021 Classification Multi Label Text Classification
— Unverified Practical Transformer-based Multilingual Text Classification Jun 1, 2021 Classification Data Augmentation
Code Code Available Inductive Topic Variational Graph Auto-Encoder for Text Classification Jun 1, 2021 Classification Inductive Learning
— Unverified Label-Guided Learning for Item Categorization in e-Commerce Jun 1, 2021 Classification text-classification
— Unverified Training Language Models under Resource Constraints for Adversarial Advertisement Detection Jun 1, 2021 Classification Data Augmentation
— Unverified Certified Robustness to Word Substitution Attack with Differential Privacy Jun 1, 2021 Adversarial Robustness Classification
— Unverified Variance-reduced First-order Meta-learning for Natural Language Processing Tasks Jun 1, 2021 dialog state tracking Few-Shot Text Classification
— Unverified The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations Jun 1, 2021 counterfactual Feature Importance
Code Code Available Distribution Matching for Rationalization Jun 1, 2021 Classification text-classification
Code Code Available VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups Jun 1, 2021 Language Modeling Language Modelling
Code Code Available 