A Dutch Dataset for Cross-lingual Multilabel Toxicity Detection Sep 1, 2021 Multi Label Text Classification Multi-Label Text Classification
— Unverified Towards Sentiment Analysis of Tobacco Products’ Usage in Social Media Sep 1, 2021 Benchmarking Sentiment Analysis
— Unverified Text Preprocessing and its Implications in a Digital Humanities Project Sep 1, 2021 Part-Of-Speech Tagging text annotation
— Unverified Towards Task-Agnostic Privacy- and Utility-Preserving Models Sep 1, 2021 Question Answering text-classification
— Unverified RED: A Novel Dataset for Romanian Emotion Detection from Tweets Sep 1, 2021 BIG-bench Machine Learning Classification
— Unverified Interpretable Identification of Cybersecurity Vulnerabilities from News Articles Sep 1, 2021 Articles text-classification
— Unverified Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea Sep 1, 2021 Articles Legal Reasoning
— Unverified Efficient Multilingual Text Classification for Indian Languages Sep 1, 2021 Classification Multilingual text classification
— Unverified On the Usefulness of Personality Traits in Opinion-oriented Tasks Sep 1, 2021 Authorship Verification Classification
— Unverified What Have Been Learned & What Should Be Learned? An Empirical Study of How to Selectively Augment Text for Classification Sep 1, 2021 Classification Text Augmentation
— Unverified Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification Sep 1, 2021 Bayesian Optimization Classification
Code Code Available Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction Sep 1, 2021 Data Poisoning Knowledge Distillation
Code Code Available Headnote Prediction Using Machine Learning Sep 1, 2021 Active Learning BIG-bench Machine Learning
— Unverified Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning Aug 31, 2021 text-classification Text Classification
— Unverified The emojification of sentiment on social media: Collection and analysis of a longitudinal Twitter sentiment dataset Aug 31, 2021 Sentiment Analysis text-classification
Code Code Available Cross-Lingual Text Classification of Transliterated Hindi and Malayalam Aug 31, 2021 Benchmarking Classification
Code Code Available Explaining Classes through Word Attribution Aug 31, 2021 Classification Deep Learning
— Unverified AEDA: An Easier Data Augmentation Technique for Text Classification Aug 30, 2021 Classification Data Augmentation
Code Code Available kFolden: k-Fold Ensemble for Out-Of-Distribution Detection Aug 29, 2021 Attribute Classification
Code Code Available Prototype-Guided Memory Replay for Continual Learning Aug 28, 2021 Continual Learning Meta-Learning
— Unverified ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection Aug 27, 2021 Few-Shot Text Classification intent-classification
Code Code Available Fine-Tuning Pretrained Language Models With Label Attention for Biomedical Text Classification Aug 26, 2021 text-classification Text Classification
— Unverified The Word is Mightier than the Label: Learning without Pointillistic Labels using Data Programming Aug 24, 2021 Math text-classification
— Unverified Deploying a BERT-based Query-Title Relevance Classifier in a Production System: a View from the Trenches Aug 23, 2021 CPU Data Augmentation
— Unverified Semantic-Preserving Adversarial Text Attacks Aug 23, 2021 Adversarial Text Semantic Similarity
Code Code Available Fastformer: Additive Attention Can Be All You Need Aug 20, 2021 All News Recommendation
Code Code Available Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Aug 17, 2021 Classification Few-Shot Text Classification
— Unverified Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report Aug 17, 2021 Bias Detection Learning Word Embeddings
— Unverified Deep Active Learning for Text Classification with Diverse Interpretations Aug 15, 2021 Active Learning Classification
— Unverified Attacks against Ranking Algorithms with Text Embeddings: a Case Study on Recruitment Algorithms Aug 12, 2021 Decision Making Sentence
— Unverified Hope Speech detection in under-resourced Kannada language Aug 10, 2021 Hope Speech Detection Text Classification
Code Code Available Noisy Channel Language Model Prompting for Few-Shot Text Classification Aug 9, 2021 Attribute Classification
Code Code Available Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning Aug 6, 2021 Data Augmentation Hate Speech Detection
— Unverified Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach Aug 5, 2021 Domain Generalization Image Classification
— Unverified Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP Aug 5, 2021 Document Classification Out-of-Distribution Generalization
— Unverified With One Voice: Composing a Travel Voice Assistant from Re-purposed Models Aug 4, 2021 BIG-bench Machine Learning named-entity-recognition
— Unverified TextCNN with Attention for Text Classification Aug 4, 2021 Classification Network Embedding
Code Code Available Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Aug 4, 2021 Classification Few-Shot Text Classification
Code Code Available Your fairness may vary: Pretrained language model fairness in toxic text classification Aug 3, 2021 Fairness Language Modeling
— Unverified A Dynamic Head Importance Computation Mechanism for Neural Machine Translation Aug 3, 2021 Machine Translation NMT
— Unverified Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting Aug 1, 2021 Classification text-classification
— Unverified An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation Aug 1, 2021 text-classification Text Classification
— Unverified TTCB System Description to a Shared Task on Implicit and Underspecified Language 2021 Aug 1, 2021 Classification text-classification
Code Code Available IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification Aug 1, 2021 Classification Natural Language Inference
— Unverified ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles Aug 1, 2021 Articles Data Augmentation
— Unverified Multilingual Protest News Detection - Shared Task 1, CASE 2021 Aug 1, 2021 Benchmarking Decision Making
— Unverified Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification Aug 1, 2021 Cross-Domain Text Classification Domain Adaptation
— Unverified Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification Aug 1, 2021 text-classification Text Classification
— Unverified On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction Aug 1, 2021 text-classification Text Classification
— Unverified Don’t Miss the Labels: Label-semantic Augmented Meta-Learner for Few-Shot Text Classification Aug 1, 2021 Few-Shot Text Classification text-classification
Code Code Available 