Cross-lingual Annotation Projection in Legal Texts Dec 1, 2020 Cross-Lingual Transfer Dynamic Time Warping
Code Code Available Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation Dec 1, 2020 Multi-Task Learning reinforcement-learning
— Unverified Discriminating between standard Romanian and Moldavian tweets using filtered character ngrams Dec 1, 2020 Articles text-classification
Code Code Available Opinion Mining System for Processing Hindi Text for Home Remedies Domain Dec 1, 2020 Opinion Mining Sentence
— Unverified Automatic Classification of Tweets Mentioning a Medication Using Pre-trained Sentence Encoders Dec 1, 2020 Classification Sentence
— Unverified INGEOTEC at SemEval-2020 Task 12: Multilingual Classification of Offensive Text Dec 1, 2020 text-classification Text Classification
— Unverified Label Representations in Modeling Classification as Text Generation Dec 1, 2020 Classification text-classification
— Unverified Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification Dec 1, 2020 Classification Language Modeling
— Unverified Neural language models for text classification in evidence-based medicine Dec 1, 2020 Articles Classification
— Unverified Attentively Embracing Noise for Robust Latent Representation in BERT Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer's Disease Dec 1, 2020 text-classification Text Classification
— Unverified Evaluating Explanations: How much do explanations from the teacher aid students? Dec 1, 2020 Question Answering text-classification
Code Code Available Unsupervised Fine-tuning for Text Clustering Dec 1, 2020 Clustering text-classification
— Unverified Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research Dec 1, 2020 Explainable Artificial Intelligence (XAI) Feature Importance
— Unverified Model-agnostic Methods for Text Classification with Inherent Noise Dec 1, 2020 BIG-bench Machine Learning Classification
— Unverified Information Extraction from Legal Documents: A Study in the Context of Common Law Court Judgements Dec 1, 2020 text-classification Text Classification
— Unverified SIS@IIITH at SemEval-2020 Task 8: An Overview of Simple Text Classification Methods for Meme Analysis Dec 1, 2020 Classification Optical Character Recognition (OCR)
— Unverified Pointing to Select: A Fast Pointer-LSTM for Long Text Classification Dec 1, 2020 text-classification Text Classification
— Unverified Regularized Graph Convolutional Networks for Short Text Classification Dec 1, 2020 Classification Deep Learning
— Unverified Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer's Disease Detection Dec 1, 2020 Alzheimer's Disease Detection Contrastive Learning
— Unverified Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets Dec 1, 2020 Benchmarking Classification
— Unverified Fine-grained domain classification using Transformers Dec 1, 2020 Classification domain classification
— Unverified Uncertainty-aware Self-training for Few-shot Text Classification Dec 1, 2020 Classification Few-Shot Text Classification
— Unverified Task-Aware Representation of Sentences for Generic Text Classification Dec 1, 2020 Articles Binary Classification
— Unverified Multilingual Epidemiological Text Classification: A Comparative Study Dec 1, 2020 Articles Classification
— Unverified Assessing Social License to Operate from the Public Discourse on Social Media Dec 1, 2020 text-classification Text Classification
— Unverified Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network Dec 1, 2020 Few-Shot Text Classification Graph Neural Network
— Unverified MUCS@TechDOfication using FineTuned Vectors and n-grams Dec 1, 2020 Machine Translation Question Answering
— Unverified Disentangling Homophemes in Lip Reading using Perplexity Analysis Nov 28, 2020 Language Modeling Language Modelling
— Unverified Neural Text Classification by Jointly Learning to Cluster and Align Nov 24, 2020 Classification Clustering
— Unverified Sequential Targeting: an incremental learning approach for data imbalance in text classification Nov 20, 2020 General Classification Incremental Learning
— Unverified On the Dynamics of Training Attention Models Nov 19, 2020 General Classification text-classification
Code Code Available On the Transferability of Adversarial Attacksagainst Neural Text Classifier Nov 17, 2020 text-classification Text Classification
— Unverified Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier Nov 17, 2020 Novelty Detection Text Classification
— Unverified Learning Regular Expressions for Interpretable Medical Text Classification Using a Pool-based Simulated Annealing and Word-vector Models Nov 16, 2020 text-classification Text Classification
— Unverified Text Information Aggregation with Centrality Attention Nov 16, 2020 Sentence text-classification
— Unverified hyper-sinh: An Accurate and Reliable Function from Shallow to Deep Learning in TensorFlow and Keras Nov 15, 2020 Classification General Classification
Code Code Available Supervised Text Classification using Text Search Nov 14, 2020 Classification General Classification
— Unverified Providing More Efficient Access To Government Records: A Use Case Involving Application of Machine Learning to Improve FOIA Review for the Deliberative Process Privilege Nov 14, 2020 text-classification Text Classification
Code Code Available An Interpretable End-to-end Fine-tuning Approach for Long Clinical Text Nov 12, 2020 text-classification Text Classification
— Unverified A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Nov 12, 2020 Decision Making Ensemble Learning
— Unverified DoLFIn: Distributions over Latent Features for Interpretability Nov 10, 2020 text-classification Text Classification
— Unverified Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation Nov 9, 2020 Classification Data Augmentation
Code Code Available EstBERT: A Pretrained Language-Specific BERT for Estonian Nov 9, 2020 Morphological Tagging named-entity-recognition
— Unverified Bangla Text Classification using Transformers Nov 9, 2020 Authorship Attribution Classification
Code Code Available Indic-Transformers: An Analysis of Transformer Language Models for Indian Languages Nov 4, 2020 Classification General Classification
Code Code Available Handwriting Classification for the Analysis of Art-Historical Documents Nov 4, 2020 Classification General Classification
Code Code Available Experiencers, Stimuli, or Targets: Which Semantic Roles Enable Machine Learning to Infer the Emotions? Nov 3, 2020 BIG-bench Machine Learning Classification
— Unverified An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution Nov 2, 2020 Data Augmentation Language Modeling
— Unverified Medical Concept Normalization in User-Generated Texts by Learning Target Concept Embeddings Nov 1, 2020 Clinical Knowledge Medical Concept Normalization
— Unverified 