XeroAlign: Zero-Shot Cross-lingual Transformer Alignment May 6, 2021 Multilingual NLP Natural Language Understanding
Code Code Available Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification May 6, 2021 text-classification Text Classification
Code Code Available Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review May 3, 2021 Active Learning Language Modeling
— Unverified Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations May 1, 2021 Document Classification Information Retrieval
— Unverified Recognition and Processing of NATOM Apr 29, 2021 Classification General Classification
— Unverified Multi-class Text Classification using BERT-based Active Learning Apr 27, 2021 Active Learning Classification
— Unverified Semantic Analysis for Automated Evaluation of the Potential Impact of Research Articles Apr 26, 2021 Articles Citation Prediction
— Unverified Continual Distributed Learning for Crisis Management Apr 26, 2021 Continual Learning Disaster Response
— Unverified APRF-Net: Attentive Pseudo-Relevance Feedback Network for Query Categorization Apr 23, 2021 text-classification Text Classification
— Unverified Automated News Summarization Using Transformers Apr 23, 2021 Abstractive Text Summarization Articles
— Unverified On a Utilitarian Approach to Privacy Preserving Text Generation Apr 23, 2021 Privacy Preserving text-classification
— Unverified Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages Apr 23, 2021 Benchmarking Deception Detection
— Unverified On Geodesic Distances and Contextual Embedding Compression for Text Classification Apr 22, 2021 Classification Dimensionality Reduction
Code Code Available Sensitivity as a Complexity Measure for Sequence Classification Tasks Apr 21, 2021 Classification General Classification
Code Code Available Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes Apr 19, 2021 BIG-bench Machine Learning EEG
— Unverified TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers Apr 19, 2021 Diversity Hope Speech Detection
Code Code Available Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training Apr 18, 2021 Semi-Supervised Text Classification text-classification
— Unverified On the Sensitivity and Stability of Model Interpretations in NLP Apr 18, 2021 Adversarial Robustness Dependency Parsing
Code Code Available FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Apr 18, 2021 Benchmarking Federated Learning
Code Code Available Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training Apr 17, 2021 Cross-Lingual Transfer Sentence
Code Code Available Data Distillation for Text Classification Apr 17, 2021 Classification General Classification
Code Code Available Flexible Instance-Specific Rationalization of NLP Models Apr 16, 2021 General Classification text-classification
Code Code Available Are Classes Clusters? Apr 16, 2021 Classification Clustering
— Unverified Consistency Training with Virtual Adversarial Discrete Perturbation Apr 15, 2021 Semi-Supervised Text Classification Text Classification
Code Code Available Enhancing Interpretable Clauses Semantically using Pretrained Word Representation Apr 14, 2021 Sentiment Analysis Text Classification
— Unverified UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense Apr 13, 2021 Multi-Task Learning text-classification
— Unverified HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization Apr 12, 2021 General Classification Representation Learning
Code Code Available Self-Training with Weak Supervision Apr 12, 2021 text-classification Text Classification
Code Code Available Active learning for medical code assignment Apr 12, 2021 Active Learning Decision Making
— Unverified Constructing Contrastive samples via Summarization for Text Classification with limited annotations Apr 11, 2021 Contrastive Learning Data Augmentation
Code Code Available UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost Apr 11, 2021 General Classification Machine Translation
— Unverified BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function Apr 9, 2021 Benchmarking General Classification
— Unverified Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification Apr 8, 2021 Classification Document Classification
Code Code Available BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification Apr 5, 2021 Decision Making General Classification
Code Code Available Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning Apr 4, 2021 Benchmarking Multi Label Text Classification
Code Code Available Disentangling Document Topic and Author Gender in Multiple Languages: Lessons for Adversarial Debiasing Apr 1, 2021 Classification text-classification
— Unverified One-class Text Classification with Multi-modal Deep Support Vector Data Description Apr 1, 2021 text-classification Text Classification
— Unverified On the (In)Effectiveness of Images for Text Classification Apr 1, 2021 Classification text-classification
— Unverified Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference Apr 1, 2021 Few-Shot Text Classification Language Modeling
— Unverified TEAM HUB@LT-EDI-EACL2021: Hope Speech Detection Based On Pre-trained Language Model Apr 1, 2021 Hope Speech Detection Language Modeling
— Unverified Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces Apr 1, 2021 Machine Translation Question Answering
Code Code Available DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector Apr 1, 2021 text-classification Text Classification
— Unverified cs@DravidianLangTech-EACL2021: Offensive Language Identification Based On Multilingual BERT Model Apr 1, 2021 Language Identification text-classification
— Unverified Leveraging Offensive Language for Sarcasm and Sentiment Detection in Arabic Apr 1, 2021 Sarcasm Detection Sentiment Analysis
— Unverified Text Classification Using Hybrid Machine Learning Algorithms on Big Data Mar 30, 2021 BIG-bench Machine Learning Classification
— Unverified LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification Mar 26, 2021 Classification General Classification
— Unverified The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Mar 23, 2021 Information Retrieval Knowledge Distillation
— Unverified Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese Mar 18, 2021 Constructive Comment Classification General Classification
— Unverified Sent2Matrix: Folding Character Sequences in Serpentine Manifolds for Two-Dimensional Sentence Mar 15, 2021 Sentence text-classification
— Unverified DeepStyle: User Style Embedding for Authorship Attribution of Short Texts Mar 14, 2021 Authorship Attribution text-classification
— Unverified 