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 Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification Oct 1, 2022 Classification Decision Making
— Unverified PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack Oct 1, 2022 Adversarial Attack Domain Adaptation
— Unverified Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre Oct 1, 2022 Classification POS
Code Code Available 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 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 Visual Prompt Tuning for Few-Shot Text Classification Oct 1, 2022 Classification Few-Shot Learning
— Unverified Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning Oct 1, 2022 Domain Adaptation Meta-Learning
— Unverified ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification Oct 1, 2022 text-classification Text Classification
— Unverified Locally Distributed Activation Vectors for Guided Feature Attribution Oct 1, 2022 text-classification Text Classification
— 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 Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification Oct 1, 2022 Classification Sentence
— Unverified Noise Learning for Text Classification: A Benchmark Oct 1, 2022 Classification text-classification
— Unverified Multi-label Classification of Scientific Research Documents Across Domains and Languages Oct 1, 2022 Classification Multi-Label Classification
— 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 Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks Oct 1, 2022 Classification Language Modeling
Code Code Available Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification Oct 1, 2022 text-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 John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP Oct 1, 2022 Classification GPU
— Unverified E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models Oct 1, 2022 Classification Contrastive Learning
— Unverified Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification Oct 1, 2022 Classification Few-Shot Text Classification
— Unverified Label Smoothing for Text Mining Oct 1, 2022 Retrieval text-classification
— 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 Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification Oct 1, 2022 Fairness text-classification
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 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 SPACL: Shared-Private Architecture based on Contrastive Learning for Multi-domain Text Classification Oct 1, 2022 Classification Contrastive Learning
— Unverified Self-Distillation for Further Pre-training of Transformers Sep 30, 2022 text-classification Text Classification
— Unverified What Makes Pre-trained Language Models Better Zero-shot Learners? Sep 30, 2022 Language Modelling Prompt Learning
Code Code Available Few-shot Text Classification with Dual Contrastive Consistency Sep 29, 2022 Classification Contrastive Learning
— Unverified Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning Sep 26, 2022 feature selection Representation Learning
— Unverified Lex2Sent: A bagging approach to unsupervised sentiment analysis Sep 26, 2022 Classification Decoder
Code Code Available Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification Sep 26, 2022 Domain Adaptation text-classification
— Unverified IDEA: Interactive DoublE Attentions from Label Embedding for Text Classification Sep 23, 2022 text-classification Text Classification
— Unverified An Attention Matrix for Every Decision: Faithfulness-based Arbitration Among Multiple Attention-Based Interpretations of Transformers in Text Classification Sep 22, 2022 Classification Feature Importance
— Unverified Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers Sep 21, 2022 Sentiment Analysis text-classification
— Unverified SMTCE: A Social Media Text Classification Evaluation Benchmark and BERTology Models for Vietnamese Sep 21, 2022 Classification text-classification
— Unverified A Few-shot Approach to Resume Information Extraction via Prompts Sep 20, 2022 Language Modeling Language Modelling
Code Code Available Revisiting Embeddings for Graph Neural Networks Sep 19, 2022 Graph Representation Learning Representation Learning
— Unverified A semantic hierarchical graph neural network for text classification Sep 15, 2022 Classification Graph Neural Network
— Unverified CNN-Trans-Enc: A CNN-Enhanced Transformer-Encoder On Top Of Static BERT representations for Document Classification Sep 13, 2022 Document Classification text-classification
— Unverified SkIn: Skimming-Intensive Long-Text Classification Using BERT for Medical Corpus Sep 13, 2022 Sentence text-classification
— Unverified Learning When to Say "I Don't Know" Sep 11, 2022 text-classification Text Classification
Code Code Available Stability of Syntactic Dialect Classification Over Space and Time Sep 11, 2022 Classification text-classification
— Unverified 