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 Is Language Modeling Enough? Evaluating Effective Embedding Combinations May 1, 2020 Entity Disambiguation General Classification
— Unverified Evaluation of Deep Gaussian Processes for Text Classification May 1, 2020 Classification Gaussian Processes
— 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 MTSI-BERT: A Session-aware Knowledge-based Conversational Agent May 1, 2020 Chatbot intent-classification
Code Code Available Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language May 1, 2020 BIG-bench Machine Learning Classification
— Unverified Offensive language detection in Arabic using ULMFiT May 1, 2020 General Classification Language Modeling
Code Code Available Transfer learning applied to text classification in Spanish radiological reports May 1, 2020 Classification General Classification
— Unverified BERT of all trades, master of some May 1, 2020 All text-classification
Code Code Available 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 Defense of Word-level Adversarial Attacks via Random Substitution Encoding May 1, 2020 General Classification Sentiment Analysis
Code Code Available Why and when should you pool? Analyzing Pooling in Recurrent Architectures May 1, 2020 Sentence text-classification
Code Code Available Universal Adversarial Attacks with Natural Triggers for Text Classification May 1, 2020 Classification General Classification
Code Code Available TAVAT: Token-Aware Virtual Adversarial Training for Language Understanding Apr 30, 2020 Natural Language Understanding text-classification
Code Code Available User-Guided Aspect Classification for Domain-Specific Texts Apr 30, 2020 Classification General Classification
Code Code Available Learning to Faithfully Rationalize by Construction Apr 30, 2020 Feature Importance text-classification
Code Code Available Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction Apr 30, 2020 General Classification text-classification
— Unverified TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP Apr 29, 2020 Adversarial Attack Adversarial Text
Code Code Available 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 Evaluating Transformer-Based Multilingual Text Classification Apr 29, 2020 Classification General Classification
— Unverified Scheduled DropHead: A Regularization Method for Transformer Models Apr 28, 2020 Machine Translation text-classification
Code Code Available Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification Apr 28, 2020 General Classification text-classification
— Unverified 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 A Batch Normalized Inference Network Keeps the KL Vanishing Away Apr 27, 2020 Dialogue Generation Language Modeling
Code Code Available CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification Apr 26, 2020 Classification Clustering
— Unverified MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification Apr 25, 2020 Classification Data Augmentation
Code Code Available 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 Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses Apr 23, 2020 Data Augmentation Semi-Supervised Text Classification
Code Code Available A Gamma-Poisson Mixture Topic Model for Short Text Apr 23, 2020 text-classification Text Classification
Code Code Available 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 ktrain: A Low-Code Library for Augmented Machine Learning Apr 19, 2020 BIG-bench Machine Learning Classification
Code Code Available Light-Weighted CNN for Text Classification Apr 16, 2020 Classification Document Classification
Code Code Available The Right Tool for the Job: Matching Model and Instance Complexities Apr 16, 2020 Natural Language Inference text-classification
Code Code Available Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples Apr 13, 2020 General Classification SST-2
— Unverified ProFormer: Towards On-Device LSH Projection Based Transformers Apr 13, 2020 General Classification text-classification
— Unverified VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification Apr 12, 2020 Classification General Classification
Code Code Available Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction Apr 11, 2020 Active Learning Decision Making
— Unverified An Empirical Study of Invariant Risk Minimization Apr 10, 2020 text-classification Text Classification
Code Code Available Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Apr 10, 2020 Dimensionality Reduction General Classification
— Unverified Exemplar Auditing for Multi-Label Biomedical Text Classification Apr 7, 2020 Classification General Classification
— Unverified From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture Apr 7, 2020 Classification General Classification
— Unverified Deep Learning Based Text Classification: A Comprehensive Review Apr 6, 2020 BIG-bench Machine Learning Classification
Code Code Available Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification Apr 6, 2020 Classification General Classification
— Unverified Knowledge Guided Metric Learning for Few-Shot Text Classification Apr 4, 2020 Classification Few-Shot Learning
— Unverified BAE: BERT-based Adversarial Examples for Text Classification Apr 4, 2020 Adversarial Attack Adversarial Text
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