Identifying Semantically Difficult Samples to Improve Text Classification Feb 13, 2023 Classification text-classification
— Unverified Bag of Tricks for In-Distribution Calibration of Pretrained Transformers Feb 13, 2023 Classification Data Augmentation
Code Code Available Towards Agile Text Classifiers for Everyone Feb 13, 2023 Language Modeling Language Modelling
— Unverified Distinguishability Calibration to In-Context Learning Feb 13, 2023 In-Context Learning Language Modelling
Code Code Available Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information Feb 10, 2023 Data Augmentation Intent Detection
— Unverified The Re-Label Method For Data-Centric Machine Learning Feb 9, 2023 Click-Through Rate Prediction Deep Learning
Code Code Available CRL+: A Novel Semi-Supervised Deep Active Contrastive Representation Learning-Based Text Classification Model for Insurance Data Feb 8, 2023 Active Learning Representation Learning
— Unverified AutoWS: Automated Weak Supervision Framework for Text Classification Feb 7, 2023 Active Learning Classification
— Unverified Natural Language Processing for Policymaking Feb 7, 2023 Event Extraction text-classification
— Unverified A Semantic Approach to Negation Detection and Word Disambiguation with Natural Language Processing Feb 5, 2023 Negation Negation Detection
— Unverified VuLASTE: Long Sequence Model with Abstract Syntax Tree Embedding for vulnerability Detection Feb 5, 2023 text-classification Text Classification
— Unverified A New cross-domain strategy based XAI models for fake news detection Feb 4, 2023 Cross-Domain Text Classification domain classification
— Unverified How Many and Which Training Points Would Need to be Removed to Flip this Prediction? Feb 4, 2023 Prediction text-classification
Code Code Available Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN Feb 3, 2023 Sentence text-classification
— Unverified TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification Feb 3, 2023 Adversarial Attack Classification
— Unverified How to choose "Good" Samples for Text Data Augmentation Feb 2, 2023 Data Augmentation Semantic Similarity
— Unverified Evaluating TCFD Reporting: A New Application of Zero-Shot Analysis to Climate-Related Financial Disclosures Feb 1, 2023 text-classification Text Classification
— Unverified Knowledge Distillation Label Smoothing: Fact or Fallacy? Jan 30, 2023 Knowledge Distillation text-classification
— Unverified How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification Jan 30, 2023 Fairness text-classification
Code Code Available Confidence-Aware Calibration and Scoring Functions for Curriculum Learning Jan 29, 2023 text-classification Text Classification
Code Code Available SLCNN: Sentence-Level Convolutional Neural Network for Text Classification Jan 27, 2023 Classification Deep Learning
— Unverified When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning Jan 25, 2023 Federated Learning text-classification
— Unverified Rationalization for Explainable NLP: A Survey Jan 21, 2023 Explainable Artificial Intelligence (XAI) Question Answering
— Unverified Transforming Unstructured Text into Data with Context Rule Assisted Machine Learning (CRAML) Jan 20, 2023 Management text-classification
Code Code Available Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks Jan 17, 2023 Classification text-classification
— Unverified BERT-ERC: Fine-tuning BERT is Enough for Emotion Recognition in Conversation Jan 17, 2023 Emotion Recognition Emotion Recognition in Conversation
— Unverified TEDB System Description to a Shared Task on Euphemism Detection 2022 Jan 16, 2023 Sarcasm Detection Sentiment Analysis
Code Code Available Deteksi Depresi dan Kecemasan Pengguna Twitter Menggunakan Bidirectional LSTM Jan 11, 2023 Sentence text-classification
— Unverified Towards Answering Climate Questionnaires from Unstructured Climate Reports Jan 11, 2023 Question Answering text-classification
Code Code Available Active Learning for Abstractive Text Summarization Jan 9, 2023 Abstractive Text Summarization Active Learning
Code Code Available Relevance Classification of Flood-related Twitter Posts via Multiple Transformers Jan 1, 2023 text-classification Text Classification
— Unverified How would Stance Detection Techniques Evolve after the Launch of ChatGPT? Dec 30, 2022 Language Modelling Stance Detection
Code Code Available Distant Reading of the German Coalition Deal: Recognizing Policy Positions with BERT-based Text Classification Dec 30, 2022 text-classification Text Classification
— Unverified Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification Dec 28, 2022 Classification Data Augmentation
— Unverified A Marker-based Neural Network System for Extracting Social Determinants of Health Dec 24, 2022 named-entity-recognition Named Entity Recognition
— Unverified CinPatent: Datasets for Patent Classification Dec 23, 2022 Classification Multi Label Text Classification
— Unverified Generalizable Natural Language Processing Framework for Migraine Reporting from Social Media Dec 23, 2022 Management text-classification
— Unverified Text classification in shipping industry using unsupervised models and Transformer based supervised models Dec 21, 2022 Classification Self-Learning
— Unverified On-the-fly Denoising for Data Augmentation in Natural Language Understanding Dec 20, 2022 Data Augmentation Denoising
Code Code Available A Twitter BERT Approach for Offensive Language Detection in Marathi Dec 20, 2022 Data Augmentation Language Identification
— Unverified Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification Dec 20, 2022 Classification Descriptive
— Unverified Less is More: Parameter-Free Text Classification with Gzip Dec 19, 2022 Classification text-classification
— Unverified Estimating the Adversarial Robustness of Attributions in Text with Transformers Dec 18, 2022 Adversarial Robustness text-classification
— Unverified Azimuth: Systematic Error Analysis for Text Classification Dec 16, 2022 Classification text-classification
Code Code Available Improve Text Classification Accuracy with Intent Information Dec 15, 2022 Classification Task-Oriented Dialogue Systems
— Unverified Pre-trained Language Models Can be Fully Zero-Shot Learners Dec 14, 2022 Retrieval text-classification
Code Code Available The Hateful Memes Challenge Next Move Dec 13, 2022 text-classification Text Classification
— Unverified Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models Dec 12, 2022 Multi Label Text Classification Multi-Label Text Classification
Code Code Available CNO-LSTM: A Chaotic Neural Oscillatory Long Short-Term Memory Model for Text Classification Dec 12, 2022 Classification GPU
— Unverified Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging Dec 12, 2022 Knowledge Distillation Question Answering
— Unverified 