Hate and Offensive Speech Detection in Hindi and Marathi Oct 23, 2021 Sentiment Analysis text-classification
— Unverified Application of the Multi-label Residual Convolutional Neural Network text classifier using Content-Based Routing process Oct 19, 2021 text-classification Text Classification
— Unverified A Method for MBTI Classification Based on Impact of Class Components Oct 18, 2021 Classification text-classification
— Unverified Explainable Assessment of Healthcare Articles with QA Oct 16, 2021 Articles Explanation Generation
— Unverified InducT-GCN: Inductive Graph Convolutional Networks for Text Classification Oct 16, 2021 Classification Graph Neural Network
— Unverified Multi-Label Text Classification by Graph Neural Network with Mixing Operations Oct 16, 2021 Graph Neural Network Multi Label Text Classification
— Unverified Learning-based Memetic Algorithm for Hard-label Textual Attack Oct 16, 2021 Combinatorial Optimization Hard-label Attack
— Unverified Re-evaluating Extreme Multi-label Text Classification Methods in Tail Label Prediction Oct 16, 2021 Multi Label Text Classification Multi-Label Text Classification
— Unverified Few-Shot Learning with Siamese Networks and Label Tuning Oct 16, 2021 Few-Shot Learning Few-Shot Text Classification
— Unverified On the Sensitivity and Stability of Model Interpretations Oct 16, 2021 Adversarial Robustness Dependency Parsing
— Unverified ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification Oct 16, 2021 Semi-Supervised Text Classification text-classification
— Unverified n-stage Latent Dirichlet Allocation: A Novel Approach for LDA Oct 16, 2021 Sentiment Analysis Text Classification
Code Code Available A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification Oct 15, 2021 Classification Entity Typing
— Unverified Compressibility of Distributed Document Representations Oct 14, 2021 text-classification Text Classification
— Unverified The Rich Get Richer: Disparate Impact of Semi-Supervised Learning Oct 12, 2021 Fairness Pseudo Label
Code Code Available LaoPLM: Pre-trained Language Models for Lao Oct 12, 2021 Part-Of-Speech Tagging text-classification
— Unverified Paperswithtopic: Topic Identification from Paper Title Only Oct 9, 2021 text-classification Text Classification
Code Code Available Automated Testing of AI Models Oct 7, 2021 Fairness Speech-to-Text
— Unverified Noisy Text Data: Achilles' Heel of popular transformer based NLP models Oct 7, 2021 NER Open-Ended Question Answering
— Unverified Creating Training Sets via Weak Indirect Supervision Oct 7, 2021 text-classification Text Classification
— Unverified Pretrained Transformers for Offensive Language Identification in Tanglish Oct 6, 2021 Language Identification Text Classification
Code Code Available Hierarchical information matters: Text classification via tree based graph neural network Oct 5, 2021 Classification Dependency Parsing
Code Code Available Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning Oct 4, 2021 Federated Learning Sentiment Analysis
— Unverified Confiscation Detection of Criminal Judgment Using Text Classification Approach Oct 1, 2021 Classification text-classification
— Unverified Improved Text Classification of Long-term Care Materials Oct 1, 2021 Classification regression
— Unverified Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification Oct 1, 2021 Multi Label Text Classification Multi-Label Text Classification
— Unverified XPROAX-Local explanations for text classification with progressive neighborhood approximation Sep 30, 2021 Classification counterfactual
Code Code Available Multi-granular Legal Topic Classification on Greek Legislation Sep 30, 2021 Classification text-classification
Code Code Available Curriculum Discovery through an Encompassing Curriculum Learning Framework Sep 29, 2021 Natural Language Inference text-classification
— Unverified Modeling label correlations implicitly through latent label encodings for multi-label text classification Sep 29, 2021 Inductive Bias Multi Label Text Classification
— Unverified Rank4Class: Examining Multiclass Classification through the Lens of Learning to Rank Sep 29, 2021 Classification image-classification
— Unverified ERNIE-SPARSE: Robust Efficient Transformer Through Hierarchically Unifying Isolated Information Sep 29, 2021 Sensitivity text-classification
— Unverified Gradient Broadcast Adaptation: Defending against the backdoor attack in pre-trained models Sep 29, 2021 Backdoor Attack text-classification
— Unverified What Makes Better Augmentation Strategies? Augment Difficult but Not too Different Sep 29, 2021 Data Augmentation Semantic Similarity
— Unverified Integrating Attention Feedback into the Recurrent Neural Network Sep 29, 2021 text-classification Text Classification
Code Code Available Resolving label uncertainty with implicit generative models Sep 29, 2021 Common Sense Reasoning Segmentation
— Unverified Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI? Sep 28, 2021 image-classification Image Classification
— Unverified Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets Sep 27, 2021 Emotion Recognition Sentiment Analysis
— Unverified Small data problems in political research: a critical replication study Sep 27, 2021 text-classification Text Classification
— Unverified Challenging the Semi-Supervised VAE Framework for Text Classification Sep 27, 2021 Classification text-classification
Code Code Available Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming Sep 23, 2021 text-classification Text Classification
Code Code Available BFClass: A Backdoor-free Text Classification Framework Sep 22, 2021 Backdoor Attack Classification
— Unverified K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering Sep 22, 2021 CPU Knowledge Distillation
— Unverified Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data Sep 22, 2021 Classification text-classification
— Unverified Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification Sep 17, 2021 Ensemble Learning Multilabel Text Classification
Code Code Available Meta-Learning with Sparse Experience Replay for Lifelong Language Learning Sep 17, 2021 Lifelong learning Meta-Learning
— Unverified Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification Sep 17, 2021 text-classification Text Classification
— Unverified Adversarial Scrubbing of Demographic Information for Text Classification Sep 17, 2021 Classification text-classification
Code Code Available Towards Overcoming Practical Obstacles to Deploying Deep Active Learning Sep 17, 2021 Active Learning text-classification
— Unverified BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification Sep 15, 2021 Data Augmentation text-classification
— Unverified 