Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification Sep 10, 2022 Few-Shot Text Classification Meta-Learning
Code Code Available Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Sep 10, 2022 Federated Learning image-classification
— Unverified Pre-Training a Graph Recurrent Network for Language Representation Sep 8, 2022 Language Modelling Sentence
Code Code Available AILAB-Udine@SMM4H 22: Limits of Transformers and BERT Ensembles Sep 7, 2022 Ensemble Learning text-classification
— Unverified Semantic Interactive Learning for Text Classification: A Constructive Approach for Contextual Interactions Sep 7, 2022 Multi-class Classification text-classification
Code Code Available Evaluating the Susceptibility of Pre-Trained Language Models via Handcrafted Adversarial Examples Sep 5, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Selective Text Augmentation with Word Roles for Low-Resource Text Classification Sep 4, 2022 Classification Data Augmentation
Code Code Available Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks Aug 31, 2022 Deep Learning Few-Shot Learning
— Unverified Automatic tagging of knowledge points for K12 math problems Aug 21, 2022 Classification Math
— Unverified PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation Aug 17, 2022 Data Augmentation Dialogue Generation
Code Code Available Constrained Few-Shot Learning: Human-Like Low Sample Complexity Learning and Non-Episodic Text Classification Aug 17, 2022 Few-Shot Learning Meta-Learning
— Unverified BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification Aug 16, 2022 Classification text-classification
— Unverified Syntax-driven Data Augmentation for Named Entity Recognition Aug 15, 2022 Data Augmentation Language Modeling
Code Code Available Teacher Guided Training: An Efficient Framework for Knowledge Transfer Aug 14, 2022 Generalization Bounds image-classification
— Unverified Explainable prediction of Qcodes for NOTAMs using column generation Aug 9, 2022 Binary Classification Classification
— Unverified Model Blending for Text Classification Aug 5, 2022 Classification Machine Translation
— Unverified Efficient NLP Model Finetuning via Multistage Data Filtering Jul 28, 2022 Classification model
Code Code Available Contextual Text Block Detection towards Scene Text Understanding Jul 26, 2022 text-classification Text Classification
— Unverified What makes you change your mind? An empirical investigation in online group decision-making conversations Jul 25, 2022 Change Point Detection Decision Making
— Unverified Two-Stage Fine-Tuning: A Novel Strategy for Learning Class-Imbalanced Data Jul 22, 2022 text-classification Text Classification
Code Code Available Deep Sequence Models for Text Classification Tasks Jul 18, 2022 Classification Information Retrieval
— Unverified 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 Privacy Leakage in Text Classification A Data Extraction Approach Jul 1, 2022 Classification Memorization
— Unverified Identifying Corporate Credit Risk Sentiments from Financial News Jul 1, 2022 Management text-classification
— 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 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 Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System Jul 1, 2022 Continual Learning text-classification
— Unverified Contrastive Data and Learning for Natural Language Processing Jul 1, 2022 Contrastive Learning Question Answering
— 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 QiNiAn at SemEval-2022 Task 5: Multi-Modal Misogyny Detection and Classification Jul 1, 2022 Classification Multi-Label Classification
— Unverified Narrative Detection and Feature Analysis in Online Health Communities Jul 1, 2022 Deep Learning text-classification
— Unverified CIAug: Equipping Interpolative Augmentation with Curriculum Learning Jul 1, 2022 Data Augmentation named-entity-recognition
Code Code Available LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification Jul 1, 2022 Classification Document Embedding
— Unverified 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 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 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 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 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 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 