Implicit Kernel Attention Jun 11, 2020 Graph Attention Node Classification
— 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 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 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 Comparing BERT against traditional machine learning text classification May 26, 2020 BIG-bench Machine Learning Classification
— Unverified 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 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 Dynamic Memory Induction Networks for Few-Shot Text Classification May 12, 2020 Classification Few-Shot Learning
— Unverified AttViz: Online exploration of self-attention for transparent neural language modeling May 12, 2020 Language Modeling Language Modelling
Code Code Available Comparative Analysis of Text Classification Approaches in Electronic Health Records May 8, 2020 Classification General Classification
— Unverified 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 LEDGAR: A Large-Scale Multi-label Corpus for Text Classification of Legal Provisions in Contracts May 1, 2020 General Classification text-classification
— Unverified Exploring the Enrichment of Basque WordNet with a Sentiment Lexicon May 1, 2020 Machine Translation POS
— Unverified An Evaluation of Progressive Neural Networksfor Transfer Learning in Natural Language Processing May 1, 2020 text-classification Text Classification
— Unverified A Dataset for Multi-lingual Epidemiological Event Extraction May 1, 2020 Articles Event Extraction
— Unverified Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language May 1, 2020 BIG-bench Machine Learning Classification
— Unverified Why and when should you pool? Analyzing Pooling in Recurrent Architectures May 1, 2020 Sentence text-classification
Code Code Available Abusive language in Spanish children and young teenager's conversations: data preparation and short text classification with contextual word embeddings May 1, 2020 Abusive Language text-classification
— Unverified Evaluation of Deep Gaussian Processes for Text Classification May 1, 2020 Classification Gaussian Processes
— Unverified Defense of Word-level Adversarial Attacks via Random Substitution Encoding May 1, 2020 General Classification Sentiment Analysis
Code Code Available Is Language Modeling Enough? Evaluating Effective Embedding Combinations May 1, 2020 Entity Disambiguation General Classification
— Unverified High Quality ELMo Embeddings for Seven Less-Resourced Languages May 1, 2020 NER text-classification
— Unverified Searching Brazilian Twitter for Signs of Mental Health Issues May 1, 2020 text-classification Text Classification
— Unverified BERT of all trades, master of some May 1, 2020 All text-classification
Code Code Available A Corpus of Turkish Offensive Language on Social Media May 1, 2020 text-classification Text Classification
— Unverified Transfer learning applied to text classification in Spanish radiological reports May 1, 2020 Classification General Classification
— Unverified Bagging BERT Models for Robust Aggression Identification May 1, 2020 Aggression Identification text-classification
Code Code Available Information Space Dashboard May 1, 2020 Event Extraction Sentiment Analysis
— Unverified Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction Apr 30, 2020 General Classification text-classification
— Unverified Evaluating Transformer-Based Multilingual Text Classification Apr 29, 2020 Classification General Classification
— Unverified Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting Apr 29, 2020 Abusive Language General Classification
Code Code Available Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification Apr 28, 2020 General Classification text-classification
— Unverified Scheduled DropHead: A Regularization Method for Transformer Models Apr 28, 2020 Machine Translation text-classification
Code Code Available The Explanation Game: Towards Prediction Explainability through Sparse Communication Apr 28, 2020 feature selection Machine Translation
Code Code Available Faster Depth-Adaptive Transformers Apr 27, 2020 Sentence Embeddings text-classification
— Unverified CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification Apr 26, 2020 Classification Clustering
— Unverified UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection Apr 23, 2020 Domain Adaptation General Classification
— Unverified Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks Apr 22, 2020 Classification Document Embedding
Code Code Available Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media Apr 21, 2020 General Classification Semi-Supervised Text Classification
— Unverified Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection Apr 20, 2020 Machine Reading Comprehension Question Answering
Code Code Available Light-Weighted CNN for Text Classification Apr 16, 2020 Classification Document Classification
Code Code Available ProFormer: Towards On-Device LSH Projection Based Transformers Apr 13, 2020 General Classification text-classification
— Unverified Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples Apr 13, 2020 General Classification SST-2
— Unverified 