Deep Sequence Models for Text Classification Tasks Jul 18, 2022 Classification Information Retrieval
— Unverified N-Grammer: Augmenting Transformers with latent n-grams Jul 13, 2022 Common Sense Reasoning Coreference Resolution
Code Code Available Embedding Recycling for Language Models Jul 11, 2022 Question Answering Text Classification
Code Code Available Myers-Briggs personality classification from social media text using pre-trained language models Jul 10, 2022 Classification Sentiment Analysis
— Unverified Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia Jul 5, 2022 Deception Detection Dialogue Understanding
— Unverified Betti numbers of attention graphs is all you really need Jul 5, 2022 All Classification
Code Code Available FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales Jul 2, 2022 Hallucination Language Modelling
— Unverified Identifying Corporate Credit Risk Sentiments from Financial News Jul 1, 2022 Management text-classification
— Unverified Contrastive Data and Learning for Natural Language Processing Jul 1, 2022 Contrastive Learning Question Answering
— Unverified Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System Jul 1, 2022 Continual Learning text-classification
— Unverified QiNiAn at SemEval-2022 Task 5: Multi-Modal Misogyny Detection and Classification Jul 1, 2022 Classification Multi-Label Classification
— Unverified Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection Jul 1, 2022 Articles BIG-bench Machine Learning
— Unverified SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language Jul 1, 2022 Classification Ensemble Learning
— Unverified Data Augmentation with Dual Training for Offensive Span Detection Jul 1, 2022 Data Augmentation Language Modeling
— Unverified daminglu123 at SemEval-2022 Task 2: Using BERT and LSTM to Do Text Classification Jul 1, 2022 Task 2 text-classification
— Unverified Towards Toxic Positivity Detection Jul 1, 2022 Benchmarking Classification
— Unverified HITMI&T at SemEval-2022 Task 4: Investigating Task-Adaptive Pretraining And Attention Mechanism On PCL Detection Jul 1, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified Narrative Detection and Feature Analysis in Online Health Communities Jul 1, 2022 Deep Learning text-classification
— Unverified Learning to Generate Examples for Semantic Processing Tasks Jul 1, 2022 Data Augmentation Natural Language Inference
— Unverified Exposing the Limits of Video-Text Models through Contrast Sets Jul 1, 2022 Language Modeling Language Modelling
Code Code Available AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models Jul 1, 2022 Active Learning text-classification
Code Code Available CIAug: Equipping Interpolative Augmentation with Curriculum Learning Jul 1, 2022 Data Augmentation named-entity-recognition
Code Code Available Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN Jul 1, 2022 Deep Learning Multi Label Text Classification
— Unverified Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation Jul 1, 2022 Data Augmentation Language Modeling
— Unverified Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks Jul 1, 2022 text-classification Text Classification
Code Code Available LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification Jul 1, 2022 Classification Document Embedding
— Unverified Privacy Leakage in Text Classification A Data Extraction Approach Jul 1, 2022 Classification Memorization
— Unverified Two-Stage Classifier for COVID-19 Misinformation Detection Using BERT: a Study on Indonesian Tweets Jun 30, 2022 Language Modelling Misinformation
Code Code Available Continual Learning with Transformers for Image Classification Jun 28, 2022 Classification Continual Learning
— Unverified Improved Text Classification via Test-Time Augmentation Jun 27, 2022 Binary Classification Classification
— Unverified Thermodynamics-inspired Explanations of Artificial Intelligence Jun 27, 2022 feature selection image-classification
Code Code Available Protoformer: Embedding Prototypes for Transformers Jun 25, 2022 Classification General Classification
Code Code Available Classifying Unstructured Clinical Notes via Automatic Weak Supervision Jun 24, 2022 Diagnostic Text Classification
Code Code Available A multi-model-based deep learning framework for short text multiclass classification with the imbalanced and extremely small data set Jun 24, 2022 Feature Engineering Sentence
— Unverified ICS: Total Freedom in Manual Text Classification Supported by Unobtrusive Machine Learning Jun 22, 2022 Active Learning Classification
Code Code Available Template-based Approach to Zero-shot Intent Recognition Jun 22, 2022 Intent Recognition Natural Language Inference
— Unverified muBoost: An Effective Method for Solving Indic Multilingual Text Classification Problem Jun 21, 2022 Multilingual text classification Sarcasm Detection
— Unverified Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data Jun 20, 2022 Classification Domain Adaptation
Code Code Available A Unified Understanding of Deep NLP Models for Text Classification Jun 19, 2022 Classification text-classification
— Unverified A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning Jun 17, 2022 Deep Learning text-classification
Code Code Available Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator Jun 16, 2022 In-Context Learning text-classification
— Unverified KE-QI: A Knowledge Enhanced Article Quality Identification Dataset Jun 15, 2022 Articles Text Classification
— Unverified Estimating Confidence of Predictions of Individual Classifiers and Their Ensembles for the Genre Classification Task Jun 15, 2022 Genre classification text-classification
— Unverified Improving Pre-trained Language Model Fine-tuning with Noise Stability Regularization Jun 12, 2022 Domain Generalization Language Modeling
— Unverified Dimensional Modeling of Emotions in Text with Appraisal Theories: Corpus Creation, Annotation Reliability, and Prediction Jun 10, 2022 Emotion Recognition text-classification
— Unverified Privacy Leakage in Text Classification: A Data Extraction Approach Jun 9, 2022 Classification Memorization
— Unverified Fooling Explanations in Text Classifiers Jun 7, 2022 text-classification Text Classification
— Unverified Contrastive Graph Multimodal Model for Text Classification in Videos Jun 6, 2022 Classification Contrastive Learning
— Unverified Pretrained Models for Multilingual Federated Learning Jun 6, 2022 Federated Learning Language Modeling
Code Code Available Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future Jun 5, 2022 text-classification Text Classification
Code Code Available 