LIME: Weakly-Supervised Text Classification Without Seeds Oct 13, 2022 Classification Natural Language Inference
Code Code Available Improving Graph-Based Text Representations with Character and Word Level N-grams Oct 12, 2022 Graph Representation Learning Representation Learning
— Unverified Transformer-based Text Classification on Unified Bangla Multi-class Emotion Corpus Oct 12, 2022 Emotion Classification Sentiment Analysis
Code Code Available Federated Continual Learning for Text Classification via Selective Inter-client Transfer Oct 12, 2022 Continual Learning Federated Learning
Code Code Available Detecting Backdoors in Deep Text Classifiers Oct 11, 2022 Data Poisoning text-classification
— Unverified Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment Oct 11, 2022 text-classification Text Classification
— Unverified Relational Embeddings for Language Independent Stance Detection Oct 11, 2022 Stance Detection text-classification
— Unverified Understanding the Failure of Batch Normalization for Transformers in NLP Oct 11, 2022 image-classification Image Classification
Code Code Available SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training Oct 10, 2022 text-classification Text Classification
Code Code Available Parameter-Efficient Tuning with Special Token Adaptation Oct 10, 2022 Natural Language Understanding NER
Code Code Available KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification Oct 8, 2022 Classification Question Answering
— Unverified Distillation-Resistant Watermarking for Model Protection in NLP Oct 7, 2022 model Named Entity Recognition
Code Code Available BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Oct 6, 2022 Classification Data Augmentation
Code Code Available Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification Oct 6, 2022 text-classification Text Classification
Code Code Available Token Classification for Disambiguating Medical Abbreviations Oct 5, 2022 Classification text-classification
— Unverified Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Oct 5, 2022 Classification GPU
— Unverified The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning Oct 3, 2022 Cross-Lingual Transfer Domain Adaptation
— Unverified Hypothesis Engineering for Zero-Shot Hate Speech Detection Oct 3, 2022 Hate Speech Detection Natural Language Inference
Code Code Available How Relevant is Selective Memory Population in Lifelong Language Learning? Oct 3, 2022 Lifelong learning Question Answering
— Unverified DARTFormer: Finding The Best Type Of Attention Oct 2, 2022 ListOps Neural Architecture Search
— Unverified Wide Attention Is The Way Forward For Transformers? Oct 2, 2022 CPU text-classification
— Unverified Multi-label Classification of Scientific Research Documents Across Domains and Languages Oct 1, 2022 Classification Multi-Label Classification
— Unverified Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification Oct 1, 2022 Classification Decision Making
— Unverified John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP Oct 1, 2022 Classification GPU
— Unverified A Japanese Masked Language Model for Academic Domain Oct 1, 2022 Articles Language Modeling
Code Code Available AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles Oct 1, 2022 Ensemble Learning text-classification
— Unverified UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification Oct 1, 2022 Classification text-classification
— Unverified To the Most Gracious Highness, from Your Humble Servant: Analysing Swedish 18th Century Petitions Using Text Classification Oct 1, 2022 Classification Feature Importance
— Unverified zydhjh4593@SMM4H’22: A Generic Pre-trained BERT-based Framework for Social Media Health Text Classification Oct 1, 2022 text-classification Text Classification
— Unverified Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning Oct 1, 2022 Domain Adaptation Meta-Learning
— Unverified A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging Oct 1, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification Oct 1, 2022 text-classification Text Classification
— Unverified Label Smoothing for Text Mining Oct 1, 2022 Retrieval text-classification
— Unverified PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack Oct 1, 2022 Adversarial Attack Domain Adaptation
— Unverified Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification Oct 1, 2022 Classification Sentence
— Unverified MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification Oct 1, 2022 Few-Shot Learning Few-Shot Text Classification
— Unverified A Simple Log-based Loss Function for Ordinal Text Classification Oct 1, 2022 Classification text-classification
Code Code Available Locally Distributed Activation Vectors for Guided Feature Attribution Oct 1, 2022 text-classification Text Classification
— Unverified Noise Learning for Text Classification: A Benchmark Oct 1, 2022 Classification text-classification
— Unverified Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre Oct 1, 2022 Classification POS
Code Code Available Visual Prompt Tuning for Few-Shot Text Classification Oct 1, 2022 Classification Few-Shot Learning
— Unverified Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification Oct 1, 2022 Classification Few-Shot Text Classification
— Unverified E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models Oct 1, 2022 Classification Contrastive Learning
— Unverified Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification Oct 1, 2022 Fairness text-classification
Code Code Available Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks Oct 1, 2022 Classification Language Modeling
Code Code Available Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning Oct 1, 2022 Contrastive Learning Cross-Domain Text Classification
Code Code Available Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning Oct 1, 2022 Data Augmentation Machine Reading Comprehension
— Unverified Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification Oct 1, 2022 text-classification Text Classification
— Unverified SPACL: Shared-Private Architecture based on Contrastive Learning for Multi-domain Text Classification Oct 1, 2022 Classification Contrastive Learning
— Unverified 生成模型在层次结构极限多标签文本分类中的应用(Generation Model for Hierarchical Extreme Multi-label Text Classification) Oct 1, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified 