TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack Jan 20, 2022 Adversarial Attack Hard-label Attack
Code Code Available Development of Fake News Model using Machine Learning through Natural Language Processing Jan 19, 2022 BIG-bench Machine Learning Classification
— Unverified Tracking Legislators’ Expressed Policy Agendas in Real Time Jan 18, 2022 Political Salient Issue Orientation Detection Text Classification
Code Code Available Hierarchical Neural Network Approaches for Long Document Classification Jan 18, 2022 Classification Document Classification
— Unverified A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis Jan 18, 2022 Domain Adaptation Inference Attack
— Unverified Text characterization based on recurrence networks Jan 17, 2022 Text Classification
— Unverified Label-guided Data Augmentation for Prompt-based Few Shot Learners Jan 16, 2022 Data Augmentation Few-Shot Learning
— Unverified Identifying the Source of Vulnerability in Fragile Interpretations: A Case Study in Neural Text Classification Jan 16, 2022 text-classification Text Classification
— Unverified Unlearnable Text for Neural Classifiers Jan 16, 2022 Classification Gender Classification
— Unverified HCL-MTC Hierarchical Contrastive Learning for Multi-label Text Classification Jan 16, 2022 Classification Contrastive Learning
— Unverified Graph Recurrent Neural Network for Text Classification Jan 16, 2022 Classification text-classification
— Unverified Practical Dataless Text Classification Through Dense Retrieval Jan 16, 2022 Classification Natural Language Inference
— Unverified Progressive Class Semantic Matching for Semi-supervised Text Classification Jan 16, 2022 Classification Language Modeling
— Unverified Unsupervised Reinforcement Adaptation for Class-Imbalanced TextClassification Jan 16, 2022 Domain Adaptation reinforcement-learning
— Unverified FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Jan 16, 2022 Benchmarking Federated Learning
— Unverified Extreme Zero-Shot Learning for Extreme Text Classification Jan 16, 2022 Classification Multi Label Text Classification
— Unverified Exposing the Limits of Video-Text Models through Contrast Sets Jan 16, 2022 Language Modeling Language Modelling
— Unverified AcTune: Uncertainty-Aware Active Self-Training for Active Fine-Tuning of Pretrained Language Models Jan 16, 2022 Active Learning text-classification
— Unverified Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia Jan 16, 2022 Game of Mafia text-classification
— Unverified Multi-Aspect co-Attentional Collaborative Filtering for Extreme Multi-label Text Classification Jan 16, 2022 Collaborative Filtering Multi Label Text Classification
— Unverified Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning Jan 16, 2022 text-classification Text Classification
— Unverified Model Stability with Continuous Data Updates Jan 14, 2022 Decoder model
— Unverified Computational analyses of the topics, sentiments, literariness, creativity and beauty of texts in a large Corpus of English Literature Jan 12, 2022 text-classification Text Classification
— Unverified GUDN: A novel guide network with label reinforcement strategy for extreme multi-label text classification Jan 10, 2022 4k Multi Label Text Classification
Code Code Available BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives Jan 10, 2022 Sentiment Analysis text-classification
Code Code Available Rethink the Evaluation for Attack Strength of Backdoor Attacks in Natural Language Processing Jan 9, 2022 Backdoor Attack Text Classification
— Unverified Impact of Stop Sets on Stopping Active Learning for Text Classification Jan 8, 2022 Active Learning text-classification
— Unverified Mining Adverse Drug Reactions from Unstructured Mediums at Scale Jan 5, 2022 named-entity-recognition Named Entity Recognition
— Unverified ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling Jan 4, 2022 Classification text-classification
— Unverified Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models Jan 3, 2022 CPU Data Augmentation
— Unverified On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations Jan 2, 2022 Deep Learning Sensitivity
— Unverified Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Jan 1, 2022 Natural Questions Question Answering
Code Code Available Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud Dec 30, 2021 Feature Compression Image Classification
Code Code Available TextRGNN: Residual Graph Neural Networks for Text Classification Dec 30, 2021 Classification Graph Neural Network
— Unverified RheFrameDetect: A Text Classification System for Automatic Detection of Rhetorical Frames in AI from Open Sources Dec 30, 2021 Classification text-classification
— Unverified Does QA-based intermediate training help fine-tuning language models for text classification? Dec 30, 2021 Classification Question Answering
— Unverified LINDA: Unsupervised Learning to Interpolate in Natural Language Processing Dec 28, 2021 Data Augmentation text-classification
— Unverified Bi-Directional Recurrent Neural Ordinary Differential Equations for Social Media Text Classification Dec 23, 2021 Classification Rumour Detection
— Unverified Predicting Job Titles from Job Descriptions with Multi-label Text Classification Dec 21, 2021 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available Supervised Graph Contrastive Pretraining for Text Classification Dec 21, 2021 Classification Contrastive Learning
— Unverified Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Dec 18, 2021 Data Augmentation Few-Shot Learning
— Unverified ME-GCN: Multi-dimensional Edge-Enhanced Graph Convolutional Networks for Semi-supervised Text Classification Dec 17, 2021 Semi-Supervised Text Classification text-classification
— Unverified Embedding Convolutions for Short Text Extreme Classification with Millions of Labels Dec 17, 2021 text-classification Text Classification
— Unverified ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification Dec 16, 2021 Classification Data Augmentation
— Unverified Extreme Zero-Shot Learning for Extreme Text Classification Dec 16, 2021 Classification Multi Label Text Classification
— Unverified Adversarial Examples for Extreme Multilabel Text Classification Dec 14, 2021 Classification Multilabel Text Classification
Code Code Available Khmer Text Classification Using Word Embedding and Neural Networks Dec 13, 2021 Classification Multi Label Text Classification
— Unverified Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain Dec 10, 2021 BIG-bench Machine Learning text-classification
— Unverified Reducing Target Group Bias in Hate Speech Detectors Dec 7, 2021 text-classification Text Classification
— Unverified CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification Dec 7, 2021 Attribute Image-text Classification
— Unverified 