Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event Jul 1, 2020 Argument Mining Articles
— Unverified Natural Backdoor Attack on Text Data Jun 29, 2020 Backdoor Attack text-classification
— Unverified Combine Convolution with Recurrent Networks for Text Classification Jun 29, 2020 Classification General Classification
— Unverified Multichannel CNN with Attention for Text Classification Jun 29, 2020 Classification General Classification
— Unverified Causality Learning: A New Perspective for Interpretable Machine Learning Jun 27, 2020 BIG-bench Machine Learning Interpretable Machine Learning
— Unverified Uncertainty-aware Self-training for Text Classification with Few Labels Jun 27, 2020 General Classification Pseudo Label
— Unverified Biologically Plausible Learning of Text Representation with Spiking Neural Networks Jun 26, 2020 Document Classification General Classification
— Unverified Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Jun 24, 2020 image-classification Image Classification
Code Code Available NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature Jun 23, 2020 Articles Machine Translation
Code Code Available Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet Jun 22, 2020 Clustering Information Retrieval
— Unverified AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss Jun 20, 2020 Classification Deep Learning
Code Code Available SqueezeBERT: What can computer vision teach NLP about efficient neural networks? Jun 19, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Visual and Textual Deep Feature Fusion for Document Image Classification Jun 16, 2020 Classification document-image-classification
— Unverified To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks Jun 15, 2020 Language Modeling Language Modelling
— Unverified Sparse and Continuous Attention Mechanisms Jun 12, 2020 Machine Translation Question Answering
Code Code Available Discrete Latent Variable Representations for Low-Resource Text Classification Jun 11, 2020 Classification General Classification
Code Code Available Implicit Kernel Attention Jun 11, 2020 Graph Attention Node Classification
— Unverified ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation Jun 11, 2020 Data Augmentation Generative Adversarial Network
— Unverified P-ADMMiRNN: Training RNN with Stable Convergence via An Efficient and Paralleled ADMM Approach Jun 10, 2020 text-classification Text Classification
Code Code Available Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings Jun 7, 2020 General Classification Medical Concept Normalization
— Unverified Knowledge-Based Learning through Feature Generation Jun 6, 2020 text-classification Text Classification
— Unverified Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Jun 5, 2020 Decoder Reading Comprehension
Code Code Available Exploiting Class Labels to Boost Performance on Embedding-based Text Classification Jun 3, 2020 Classification General Classification
— Unverified BERT-based Ensembles for Modeling Disclosure and Support in Conversational Social Media Text Jun 1, 2020 Sentiment Analysis Text Classification
— Unverified Concept Matching for Low-Resource Classification Jun 1, 2020 Classification General Classification
Code Code Available Improve Document Embedding for Text Categorization Through Deep Siamese Neural Network May 31, 2020 Classification Document Classification
— Unverified Weight Squeezing: Reparameterization for Compression and Fast Inference May 30, 2020 Knowledge Distillation Model Compression
— Unverified Linguistic Features for Readability Assessment May 30, 2020 Deep Learning Text Classification
Code Code Available Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP May 29, 2020 Dependency Parsing Language Modeling
Code Code Available SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions May 29, 2020 text-classification Text Classification
Code Code Available Comparing BERT against traditional machine learning text classification May 26, 2020 BIG-bench Machine Learning Classification
— Unverified ParsBERT: Transformer-based Model for Persian Language Understanding May 26, 2020 model Named Entity Recognition
Code Code Available When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications May 24, 2020 Few-Shot Text Classification Language Modeling
— Unverified BERTweet: A pre-trained language model for English Tweets May 20, 2020 Language Modeling Language Modelling
Code Code Available Text Classification with Few Examples using Controlled Generalization May 18, 2020 Classification General Classification
— Unverified iCapsNets: Towards Interpretable Capsule Networks for Text Classification May 16, 2020 Classification General Classification
— Unverified OSACT4 Shared Task on Offensive Language Detection: Intensive Preprocessing-Based Approach May 14, 2020 Classification Dimensionality Reduction
— Unverified AttViz: Online exploration of self-attention for transparent neural language modeling May 12, 2020 Language Modeling Language Modelling
Code Code Available Dynamic Memory Induction Networks for Few-Shot Text Classification May 12, 2020 Classification Few-Shot Learning
— Unverified Comparative Analysis of Text Classification Approaches in Electronic Health Records May 8, 2020 Classification General Classification
— Unverified Establishing Baselines for Text Classification in Low-Resource Languages May 5, 2020 Classification General Classification
Code Code Available Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks May 5, 2020 Classification General Classification
— Unverified Single Model Ensemble using Pseudo-Tags and Distinct Vectors May 2, 2020 Management text-classification
— Unverified Exploring and Predicting Transferability across NLP Tasks May 2, 2020 Language Modeling Language Modelling
Code Code Available On the Generalization Effects of Linear Transformations in Data Augmentation May 2, 2020 Data Augmentation text-classification
Code Code Available Exploring the Enrichment of Basque WordNet with a Sentiment Lexicon May 1, 2020 Machine Translation POS
— Unverified A Corpus of Turkish Offensive Language on Social Media May 1, 2020 text-classification Text Classification
— Unverified Searching Brazilian Twitter for Signs of Mental Health Issues May 1, 2020 text-classification Text Classification
— Unverified High Quality ELMo Embeddings for Seven Less-Resourced Languages May 1, 2020 NER text-classification
— Unverified LEDGAR: A Large-Scale Multi-label Corpus for Text Classification of Legal Provisions in Contracts May 1, 2020 General Classification text-classification
— Unverified 