A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing Dec 9, 2023 Deep Learning Language Modeling
— Unverified Illicit Darkweb Classification via Natural-language Processing: Classifying Illicit Content of Webpages based on Textual Information Dec 8, 2023 Classification Language Modeling
— Unverified Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification Dec 8, 2023 Classification Few-Shot Text Classification
Code Code Available Comparative Analysis of Multilingual Text Classification & Identification through Deep Learning and Embedding Visualization Dec 6, 2023 Classification Clustering
— Unverified Think from Words(TFW): Initiating Human-Like Cognition in Large Language Models Through Think from Words for Japanese Text-level Classification Dec 6, 2023 In-Context Learning Reading Comprehension
— Unverified An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge Graph Dec 4, 2023 Entity Linking Natural Language Inference
Code Code Available Large Language Models Are Zero-Shot Text Classifiers Dec 2, 2023 Classification text-classification
Code Code Available REDUCR: Robust Data Downsampling Using Class Priority Reweighting Dec 1, 2023 text-classification Text Classification
Code Code Available TurkishBERTweet: Fast and Reliable Large Language Model for Social Media Analysis Nov 29, 2023 Hate Speech Detection Language Modeling
Code Code Available Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification Nov 28, 2023 Classification imbalanced classification
Code Code Available BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification Nov 27, 2023 Classification Genre classification
Code Code Available SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification Nov 27, 2023 Classification Specificity
Code Code Available Efficient Trigger Word Insertion Nov 23, 2023 text-classification Text Classification
— Unverified Dialogue Quality and Emotion Annotations for Customer Support Conversations Nov 23, 2023 Benchmarking Diversity
Code Code Available Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute Classification
Code Code Available Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks Nov 20, 2023 Language Modeling Language Modelling
Code Code Available TextGuard: Provable Defense against Backdoor Attacks on Text Classification Nov 19, 2023 Classification Sentence
Code Code Available Evolving Domain Adaptation of Pretrained Language Models for Text Classification Nov 16, 2023 Domain Adaptation Stance Detection
— Unverified Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Nov 16, 2023 Extractive Summarization Extractive Text Summarization
— Unverified Downstream Trade-offs of a Family of Text Watermarks Nov 16, 2023 Form Language Modelling
Code Code Available Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation Nov 16, 2023 Language Modelling text-classification
Code Code Available Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Nov 15, 2023 counterfactual In-Context Learning
Code Code Available Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets Nov 15, 2023 Document Classification text-classification
— Unverified Token Prediction as Implicit Classification to Identify LLM-Generated Text Nov 15, 2023 Classification text-classification
Code Code Available Learning Mutually Informed Representations for Characters and Subwords Nov 14, 2023 named-entity-recognition Named Entity Recognition
Code Code Available A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts Nov 14, 2023 text-classification Text Classification
Code Code Available Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions Nov 13, 2023 Classification Language Modeling
— Unverified Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion Nov 13, 2023 Memorization text-classification
Code Code Available GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect Nov 12, 2023 Event Extraction Language Modeling
— Unverified Robust Text Classification: Analyzing Prototype-Based Networks Nov 11, 2023 Adversarial Attack Classification
Code Code Available Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking Nov 10, 2023 Contrastive Learning Data Augmentation
— Unverified Leveraging Artificial Intelligence Technology for Mapping Research to Sustainable Development Goals: A Case Study Nov 9, 2023 TAG text-classification
— Unverified RankAug: Augmented data ranking for text classification Nov 8, 2023 Classification Diversity
— Unverified Learning to Learn for Few-shot Continual Active Learning Nov 7, 2023 Active Learning Continual Learning
— Unverified KPI Extraction from Maintenance Work Orders -- A Comparison of Expert Labeling, Text Classification and AI-Assisted Tagging for Computing Failure Rates of Wind Turbines Nov 7, 2023 TAG text-classification
— Unverified Tackling Concept Shift in Text Classification using Entailment-style Modeling Nov 6, 2023 Classification text-classification
— Unverified A Simple yet Efficient Ensemble Approach for AI-generated Text Detection Nov 6, 2023 Language Modelling Large Language Model
— Unverified A New Korean Text Classification Benchmark for Recognizing the Political Intents in Online Newspapers Nov 3, 2023 Articles Classification
Code Code Available An energy-based comparative analysis of common approaches to text classification in the Legal domain Nov 2, 2023 Model Selection text-classification
— Unverified XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision Oct 31, 2023 Classification Question Answering
— Unverified Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning Oct 31, 2023 Position text-classification
— Unverified Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT Oct 31, 2023 Binary Classification Chunking
— Unverified Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck Oct 30, 2023 Language Modeling Language Modelling
Code Code Available Pushdown Layers: Encoding Recursive Structure in Transformer Language Models Oct 29, 2023 text-classification Text Classification
Code Code Available Do Not Harm Protected Groups in Debiasing Language Representation Models Oct 27, 2023 Fairness text-classification
— Unverified Sample based Explanations via Generalized Representers Oct 27, 2023 text-classification Text Classification
— Unverified Sliceformer: Make Multi-head Attention as Simple as Sorting in Discriminative Tasks Oct 26, 2023 image-classification Image Classification
Code Code Available torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP Oct 26, 2023 image-classification Image Classification
— Unverified Multi-label Text Classification using GloVe and Neural Network Models Oct 25, 2023 Multi Label Text Classification Multi-Label Text Classification
— Unverified On the Interplay between Fairness and Explainability Oct 25, 2023 Fairness Multi Class Text Classification
— Unverified 