Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup Sep 15, 2021 text-classification Text Classification
Code Code Available The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification Sep 15, 2021 Natural Language Understanding text-classification
— Unverified Semantic Answer Type Prediction using BERT: IAI at the ISWC SMART Task 2020 Sep 14, 2021 Retrieval text-classification
— Unverified Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder Sep 14, 2021 Adversarial Attack Contrastive Learning
— Unverified Traffic Event Detection as a Slot Filling Problem Sep 13, 2021 Event Detection slot-filling
— Unverified InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification Sep 13, 2021 Product Recommendation text-classification
Code Code Available Good-Enough Example Extrapolation Sep 12, 2021 Data Augmentation Inductive Bias
— Unverified PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction Sep 11, 2021 Decoder Event Argument Extraction
— Unverified EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling Sep 10, 2021 Cross-Modal Retrieval Language Modeling
— Unverified CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification Sep 10, 2021 Multi Label Text Classification Multi-Label Text Classification
Code Code Available Dual-State Capsule Networks for Text Classification Sep 10, 2021 Classification Language Modeling
— Unverified Active learning for reducing labeling effort in text classification tasks Sep 10, 2021 Active Learning text-classification
Code Code Available Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification Sep 9, 2021 Sentiment Analysis Sentiment Classification
Code Code Available Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach Sep 9, 2021 Sentence Sentence Embeddings
— Unverified Automated Robustness with Adversarial Training as a Post-Processing Step Sep 6, 2021 Classification Deep Learning
— Unverified Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Sep 6, 2021 Entity Embeddings Knowledge Graphs
Code Code Available ALLWAS: Active Learning on Language models in WASserstein space Sep 3, 2021 Active Learning text-classification
— Unverified LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training Sep 2, 2021 Language Modeling Language Modelling
— Unverified Text Classification for Predicting Multi-level Product Categories Sep 2, 2021 Classification text-classification
— Unverified A Dutch Dataset for Cross-lingual Multilabel Toxicity Detection Sep 1, 2021 Multi Label Text Classification Multi-Label Text 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 Towards Task-Agnostic Privacy- and Utility-Preserving Models Sep 1, 2021 Question Answering text-classification
— Unverified Headnote Prediction Using Machine Learning Sep 1, 2021 Active Learning BIG-bench Machine Learning
— Unverified Efficient Multilingual Text Classification for Indian Languages Sep 1, 2021 Classification Multilingual text classification
— Unverified Interpretable Identification of Cybersecurity Vulnerabilities from News Articles Sep 1, 2021 Articles text-classification
— Unverified On the Usefulness of Personality Traits in Opinion-oriented Tasks Sep 1, 2021 Authorship Verification Classification
— Unverified Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea Sep 1, 2021 Articles Legal Reasoning
— Unverified RED: A Novel Dataset for Romanian Emotion Detection from Tweets Sep 1, 2021 BIG-bench Machine Learning Classification
— Unverified Text Preprocessing and its Implications in a Digital Humanities Project Sep 1, 2021 Part-Of-Speech Tagging text annotation
— Unverified Towards Sentiment Analysis of Tobacco Products’ Usage in Social Media Sep 1, 2021 Benchmarking Sentiment Analysis
— 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 Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning Aug 31, 2021 text-classification Text Classification
— Unverified Explaining Classes through Word Attribution Aug 31, 2021 Classification Deep Learning
— Unverified 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 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 Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Aug 17, 2021 Classification Few-Shot Text Classification
— 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 Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning Aug 6, 2021 Data Augmentation Hate Speech Detection
— 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 Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach Aug 5, 2021 Domain Generalization Image Classification
— 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
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