DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval Jul 1, 2021 Retrieval Semantic Similarity
— Unverified Classification of Consumer Belief Statements From Social Media Jun 29, 2021 Classification Clustering
— Unverified Deep Learning for Technical Document Classification Jun 27, 2021 Classification Decision Making
— Unverified Evaluation of Representation Models for Text Classification with AutoML Tools Jun 24, 2021 AutoML text-classification
— Unverified byteSteady: Fast Classification Using Byte-Level n-Gram Embeddings Jun 24, 2021 Classification text-classification
— Unverified Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Jun 23, 2021 Domain Adaptation image-classification
Code Code Available Graph Routing between Capsules Jun 22, 2021 Relation text-classification
— Unverified Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification Jun 21, 2021 Data Augmentation Fairness
— Unverified A Turing Test for Transparency Jun 21, 2021 Binary Classification Explainable artificial intelligence
— Unverified Ad Text Classification with Transformer-Based Natural Language Processing Methods Jun 21, 2021 Classification Language Modeling
— Unverified Label prompt for multi-label text classification Jun 18, 2021 Classification Language Modeling
— Unverified Joining datasets via data augmentation in the label space for neural networks Jun 17, 2021 Data Augmentation text-classification
— Unverified On Evaluation and Improvement of Tail Label Performance for Multi-label Text Classification Jun 16, 2021 Multi Label Text Classification Multi-Label Text Classification
— Unverified BERT Embeddings for Automatic Readability Assessment Jun 15, 2021 Text Classification
Code Code Available A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents Jun 10, 2021 Classification intent-classification
— Unverified Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021 Jun 10, 2021 Classification named-entity-recognition
— Unverified Investigating sanity checks for saliency maps with image and text classification Jun 8, 2021 text-classification Text Classification
— Unverified Learning from Multiple Noisy Partial Labelers Jun 8, 2021 Attribute Classification
Code Code Available Identifying Populist Paragraphs in Text: A machine-learning approach Jun 6, 2021 BIG-bench Machine Learning text-classification
— Unverified Recursive Tree Attention: Improving Semantic Representations with Syntactic Tree Structured Attention Mechanism Jun 4, 2021 Constituency Parsing Representation Learning
— Unverified BERT-Based Sentiment Analysis: A Software Engineering Perspective Jun 4, 2021 Recommendation Systems Sentiment Analysis
Code Code Available Discrete Cosine Transform as Universal Sentence Encoder Jun 2, 2021 Question Answering Sentence
— Unverified Is Sparse Attention more Interpretable? Jun 2, 2021 text-classification Text Classification
— Unverified belabBERT: a Dutch RoBERTa-based language model applied to psychiatric classification Jun 2, 2021 Audio Classification Classification
— Unverified Private Text Classification with Convolutional Neural Networks Jun 1, 2021 Classification Privacy Preserving
— Unverified TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names Jun 1, 2021 Classification Multi Label Text Classification
— Unverified Practical Transformer-based Multilingual Text Classification Jun 1, 2021 Classification Data Augmentation
Code Code Available Label-Guided Learning for Item Categorization in e-Commerce Jun 1, 2021 Classification text-classification
— Unverified Certified Robustness to Word Substitution Attack with Differential Privacy Jun 1, 2021 Adversarial Robustness Classification
— Unverified The ProfNER shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora Jun 1, 2021 named-entity-recognition Named Entity Recognition
— Unverified Variance-reduced First-order Meta-learning for Natural Language Processing Tasks Jun 1, 2021 dialog state tracking Few-Shot Text Classification
— Unverified Training Language Models under Resource Constraints for Adversarial Advertisement Detection Jun 1, 2021 Classification Data Augmentation
— Unverified KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification Jun 1, 2021 Classification text-classification
— Unverified Interpreting Text Classifiers by Learning Context-sensitive Influence of Words Jun 1, 2021 Sentiment Analysis text-classification
— Unverified Inductive Topic Variational Graph Auto-Encoder for Text Classification Jun 1, 2021 Classification Inductive Learning
— Unverified Distribution Matching for Rationalization Jun 1, 2021 Classification text-classification
Code Code Available NLP@NISER: Classification of COVID19 tweets containing symptoms Jun 1, 2021 Classification text-classification
— Unverified Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests May 31, 2021 Causal Inference counterfactual
— Unverified Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax May 28, 2021 Data Augmentation Knowledge Distillation
Code Code Available An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics May 26, 2021 BIG-bench Machine Learning text-classification
Code Code Available NukeLM: Pre-Trained and Fine-Tuned Language Models for the Nuclear and Energy Domains May 25, 2021 Articles Language Modelling
— Unverified Assessing perceived organizational leadership styles through twitter text mining May 24, 2021 text-classification Text Classification
— Unverified Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs May 23, 2021 Attribute Inference Attack
— Unverified Counterfactual Invariance to Spurious Correlations in Text Classification May 21, 2021 Causal Inference Classification
— Unverified DRILL: Dynamic Representations for Imbalanced Lifelong Learning May 18, 2021 Continual Learning Lifelong learning
Code Code Available Self-interpretable Convolutional Neural Networks for Text Classification May 18, 2021 Classification text-classification
— Unverified Privacy-Preserving Graph Convolutional Networks for Text Classification May 16, 2021 Classification Privacy Preserving
— Unverified BdLAN:BERTdoc Label Attention Networks for Multi-label text classification May 16, 2021 Classification Information Retrieval
— Unverified Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning May 12, 2021 Active Learning Optical Character Recognition
— Unverified The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification May 6, 2021 Classification Fairness
— Unverified 