TextGram: Towards a better domain-adaptive pretraining Apr 28, 2024 text-classification Text Classification
— Unverified L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi Apr 28, 2024 Articles Document Classification
— Unverified Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression Apr 28, 2024 Data Compression Dictionary Learning
— Unverified Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Apr 25, 2024 Cross-Lingual Transfer Graph Attention
Code Code Available GuideWalk: A Novel Graph-Based Word Embedding for Enhanced Text Classification Apr 25, 2024 Classification Document Classification
— Unverified Social Media and Artificial Intelligence for Sustainable Cities and Societies: A Water Quality Analysis Use-case Apr 23, 2024 text-classification Text Classification
— Unverified IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models Apr 21, 2024 Domain Generalization Representation Learning
Code Code Available PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure Apr 21, 2024 Attribute feature selection
Code Code Available Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge Apr 20, 2024 text-classification Text Classification
Code Code Available Transformer-Based Classification Outcome Prediction for Multimodal Stroke Treatment Apr 19, 2024 Diagnostic image-classification
— Unverified Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification Apr 17, 2024 Classification text-classification
— Unverified AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts Apr 17, 2024 Deep Learning Hallucination
Code Code Available A Novel ICD Coding Method Based on Associated and Hierarchical Code Description Distillation Apr 17, 2024 Multilabel Text Classification Representation Learning
— Unverified Empowering Interdisciplinary Research with BERT-Based Models: An Approach Through SciBERT-CNN with Topic Modeling Apr 16, 2024 Classification Multi Label Text Classification
— Unverified Incubating Text Classifiers Following User Instruction with Nothing but LLM Apr 16, 2024 Diversity Prompt Engineering
Code Code Available Quantization of Large Language Models with an Overdetermined Basis Apr 15, 2024 Data Compression Quantization
— Unverified OTTER: Effortless Label Distribution Adaptation of Zero-shot Models Apr 12, 2024 Classification text-classification
Code Code Available Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification Apr 12, 2024 Contrastive Learning Multi-class Classification
— Unverified VertAttack: Taking advantage of Text Classifiers' horizontal vision Apr 12, 2024 text-classification Text Classification
Code Code Available VI-OOD: A Unified Representation Learning Framework for Textual Out-of-distribution Detection Apr 9, 2024 Out-of-Distribution Detection Out of Distribution (OOD) Detection
Code Code Available Semantic Stealth: Adversarial Text Attacks on NLP Using Several Methods Apr 8, 2024 Adversarial Text Machine Translation
— Unverified Text clustering applied to data augmentation in legal contexts Apr 8, 2024 Classification Clustering
— Unverified Multi-Task Learning for Features Extraction in Financial Annual Reports Apr 8, 2024 Multi-Task Learning Sentence
Code Code Available Large Language Model (LLM) AI text generation detection based on transformer deep learning algorithm Apr 6, 2024 Language Modeling Language Modelling
— Unverified Adversarial Attacks and Dimensionality in Text Classifiers Apr 3, 2024 Adversarial Attack Adversarial Defense
— Unverified FPT: Feature Prompt Tuning for Few-shot Readability Assessment Apr 3, 2024 16k Few-Shot Text Classification
Code Code Available Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales Apr 3, 2024 Contrastive Learning Hate Speech Detection
Code Code Available Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations Apr 3, 2024 Cross-Lingual Transfer text-classification
Code Code Available Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data Apr 3, 2024 In-Context Learning parameter-efficient fine-tuning
— Unverified Ukrainian Texts Classification: Exploration of Cross-lingual Knowledge Transfer Approaches Apr 2, 2024 Classification Natural Language Inference
— Unverified AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text Apr 1, 2024 Decoder Language Modeling
— Unverified Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators Mar 30, 2024 Explainable artificial intelligence text-classification
— Unverified Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning Mar 30, 2024 Data Augmentation Few-Shot Text Classification
— Unverified Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion Mar 29, 2024 Data Augmentation Natural Language Inference
Code Code Available Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus Mar 29, 2024 Management Spam detection
— Unverified Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data Mar 27, 2024 Data Augmentation text-classification
— Unverified Language Models for Text Classification: Is In-Context Learning Enough? Mar 26, 2024 Classification In-Context Learning
— Unverified LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification Mar 25, 2024 Chatbot Classification
— Unverified On the Fragility of Active Learners for Text Classification Mar 23, 2024 Active Learning Benchmarking
Code Code Available VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding Mar 23, 2024 Natural Language Understanding text-classification
— Unverified A Model Ensemble Approach with LLM for Chinese Text Classification Mar 22, 2024 Diagnostic Few-shot NER
Code Code Available MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection Mar 22, 2024 Sentence text-classification
— Unverified Visual Analytics for Fine-grained Text Classification Models and Datasets Mar 21, 2024 text-classification Text Classification
— Unverified Multi-Level Explanations for Generative Language Models Mar 21, 2024 Question Answering text-classification
— Unverified SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention Mar 21, 2024 GPU Graph Attention
Code Code Available SynerMix: Synergistic Mixup Solution for Enhanced Intra-Class Cohesion and Inter-Class Separability in Image Classification Mar 21, 2024 image-classification Image Classification
Code Code Available Vi-Mistral-X: Building a Vietnamese Language Model with Advanced Continual Pre-training Mar 20, 2024 Language Modeling Language Modelling
— Unverified Simple Hack for Transformers against Heavy Long-Text Classification on a Time- and Memory-Limited GPU Service Mar 19, 2024 Articles GPU
— Unverified Investigating Text Shortening Strategy in BERT: Truncation vs Summarization Mar 19, 2024 Articles Document Summarization
Code Code Available CrossTune: Black-Box Few-Shot Classification with Label Enhancement Mar 19, 2024 Few-Shot Text Classification In-Context Learning
— Unverified 