Adversarially Robust and Explainable Model Compression with On-Device Personalization for Text Classification Jan 10, 2021 Adversarial Robustness General Classification
— Unverified Learning Better Sentence Representation with Syntax Information Jan 9, 2021 Language Modeling Language Modelling
— Unverified Self Supervision for Attention Networks Jan 6, 2021 image-classification Image Classification
Code Code Available COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data Jan 5, 2021 Articles text-classification
— Unverified Learning Neural Networks on SVD Boosted Latent Spaces for Semantic Classification Jan 3, 2021 General Classification Sentiment Analysis
Code Code Available Learning optimal Bayesian prior probabilities from data Jan 3, 2021 Articles Bayesian Inference
— Unverified Substructure Substitution: Structured Data Augmentation for NLP Jan 2, 2021 Data Augmentation Part-Of-Speech Tagging
— Unverified EXPLORING VULNERABILITIES OF BERT-BASED APIS Jan 1, 2021 Attribute Inference Attack
— Unverified The Foes of Neural Network’s Data Efficiency Among Unnecessary Input Dimensions Jan 1, 2021 Foveation image-classification
— Unverified Improved Uncertainty Post-Calibration via Rank Preserving Transforms Jan 1, 2021 text-classification Text Classification
— Unverified Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing Jan 1, 2021 Generalization Bounds Machine Translation
— Unverified WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification Jan 1, 2021 Classification General Classification
— Unverified TextTN: Probabilistic Encoding of Language on Tensor Network Jan 1, 2021 General Classification Sentence
— Unverified Uncertain Out-of-Domain Generalization Jan 1, 2021 Domain Generalization image-classification
— Unverified A Simple and Effective Baseline for Out-of-Distribution Detection using Abstention Jan 1, 2021 Deep Learning Out-of-Distribution Detection
— Unverified Cluster & Tune: Enhance BERT Performance in Low Resource Text Classification Jan 1, 2021 Classification Clustering
— Unverified A Gradient-based Kernel Approach for Efficient Network Architecture Search Jan 1, 2021 image-classification Image Classification
— Unverified Ruminating Word Representations with Random Noise Masking Jan 1, 2021 text-classification Text Classification
— Unverified ERNIE-Doc: A Retrospective Long-Document Modeling Transformer Dec 31, 2020 Language Modeling Language Modelling
Code Code Available Enhancing Pre-trained Language Model with Lexical Simplification Dec 30, 2020 Diversity General Classification
— Unverified Towards a Universal Continuous Knowledge Base Dec 25, 2020 Knowledge Distillation text-classification
— Unverified A Context Aware Approach for Generating Natural Language Attacks Dec 24, 2020 Language Modelling Sentence
Code Code Available Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition Dec 22, 2020 Language Modeling Language Modelling
— Unverified Multi-Head Self-Attention with Role-Guided Masks Dec 22, 2020 Machine Translation text-classification
Code Code Available TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network Dec 21, 2020 Classification General Classification
— Unverified Explaining Black-box Models for Biomedical Text Classification Dec 20, 2020 Classification General Classification
Code Code Available MeisterMorxrc at SemEval-2020 Task 9: Fine-Tune Bert and Multitask Learning for Sentiment Analysis of Code-Mixed Tweets Dec 15, 2020 Sentiment Analysis text-classification
— Unverified SPARTA: Speaker Profiling for ARabic TAlk Dec 13, 2020 Multi-Task Learning Speaker Profiling
— Unverified TF-CR: Weighting Embeddings for Text Classification Dec 11, 2020 Classification General Classification
Code Code Available Deep Argumentative Explanations Dec 10, 2020 Explainable Artificial Intelligence (XAI) Text Classification
— Unverified GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification Dec 10, 2020 Clustering General Classification
— Unverified Extracting Outcomes from Appellate Decisions in US State Courts Dec 9, 2020 Attribute Extraction legal outcome extraction
Code Code Available Few-shot Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
Code Code Available Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution Dec 8, 2020 text-classification Text Classification
— Unverified Unsupervised Label Refinement Improves Dataless Text Classification Dec 8, 2020 Classification Clustering
Code Code Available Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance Dec 7, 2020 AutoML BIG-bench Machine Learning
— Unverified Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Dec 5, 2020 Data Augmentation reinforcement-learning
— Unverified Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming Dec 4, 2020 Classification General Classification
— Unverified Evolving Character-Level DenseNet Architectures using Genetic Programming Dec 3, 2020 Classification General Classification
— Unverified GottBERT: a pure German Language Model Dec 3, 2020 Language Modeling Language Modelling
— Unverified Evolving Character-level Convolutional Neural Networks for Text Classification Dec 3, 2020 Classification General Classification
— Unverified Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning Dec 3, 2020 Language Modelling Representation Learning
— Unverified RANCC: Rationalizing Neural Networks via Concept Clustering Dec 1, 2020 Classification Clustering
Code Code Available Multichannel LSTM-CNN for Telugu Text Classification Dec 1, 2020 Classification Information Retrieval
— Unverified Lightweight Text Classifier using Sinusoidal Positional Encoding Dec 1, 2020 Position text-classification
— Unverified Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements Dec 1, 2020 Language Modeling Language Modelling
— Unverified Effective Few-Shot Classification with Transfer Learning Dec 1, 2020 Classification Few-Shot Learning
— Unverified Ferryman at SemEval-2020 Task 7: Ensemble Model for Assessing Humor in Edited News Headlines Dec 1, 2020 regression Sentiment Analysis
— Unverified Data Augmentation for Multiclass Utterance Classification -- A Systematic Study Dec 1, 2020 Classification Data Augmentation
— Unverified SSN-NLP at SemEval-2020 Task 4: Text Classification and Generation on Common Sense Context Using Neural Networks Dec 1, 2020 Common Sense Reasoning Machine Translation
— Unverified 