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 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 Comparative Analysis of Multilingual Text Classification & Identification through Deep Learning and Embedding Visualization Dec 6, 2023 Classification Clustering
— 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 REDUCR: Robust Data Downsampling Using Class Priority Reweighting Dec 1, 2023 text-classification Text 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 Dialogue Quality and Emotion Annotations for Customer Support Conversations Nov 23, 2023 Benchmarking Diversity
Code Code Available Efficient Trigger Word Insertion Nov 23, 2023 text-classification Text Classification
— Unverified Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute Classification
Code Code Available Evolving Domain Adaptation of Pretrained Language Models for Text Classification Nov 16, 2023 Domain Adaptation Stance Detection
— Unverified Downstream Trade-offs of a Family of Text Watermarks Nov 16, 2023 Form Language Modelling
Code Code Available Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Nov 16, 2023 Extractive Summarization Extractive Text Summarization
— Unverified 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 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 Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Nov 15, 2023 counterfactual In-Context Learning
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 Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion Nov 13, 2023 Memorization text-classification
Code Code Available Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions Nov 13, 2023 Classification Language Modeling
— Unverified 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 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 Learning to Learn for Few-shot Continual Active Learning Nov 7, 2023 Active Learning Continual Learning
— Unverified A Simple yet Efficient Ensemble Approach for AI-generated Text Detection Nov 6, 2023 Language Modelling Large Language Model
— Unverified Tackling Concept Shift in Text Classification using Entailment-style Modeling Nov 6, 2023 Classification text-classification
— Unverified An energy-based comparative analysis of common approaches to text classification in the Legal domain Nov 2, 2023 Model Selection text-classification
— Unverified Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning Oct 31, 2023 Position text-classification
— Unverified XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision Oct 31, 2023 Classification Question Answering
— 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 Sample based Explanations via Generalized Representers Oct 27, 2023 text-classification Text Classification
— Unverified Do Not Harm Protected Groups in Debiasing Language Representation Models Oct 27, 2023 Fairness text-classification
— Unverified 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 Sliceformer: Make Multi-head Attention as Simple as Sorting in Discriminative Tasks Oct 26, 2023 image-classification Image Classification
Code Code Available On the Interplay between Fairness and Explainability Oct 25, 2023 Fairness Multi Class Text Classification
— Unverified Multi-label Text Classification using GloVe and Neural Network Models Oct 25, 2023 Multi Label Text Classification Multi-Label Text Classification
— Unverified Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings Oct 23, 2023 Data Augmentation In-Context Learning
Code Code Available Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities Oct 23, 2023 Decision Making Multi-Label Classification
Code Code Available MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations Oct 19, 2023 Classification text-classification
— Unverified Label-Aware Automatic Verbalizer for Few-Shot Text Classification Oct 19, 2023 Few-Shot Text Classification Language Modeling
— Unverified Rather a Nurse than a Physician -- Contrastive Explanations under Investigation Oct 18, 2023 text-classification Text Classification
— Unverified Learning under Label Proportions for Text Classification Oct 18, 2023 Classification text-classification
— Unverified The effect of stemming and lemmatization on Portuguese fake news text classification Oct 17, 2023 Lemmatization News Classification
— Unverified United We Stand: Using Epoch-wise Agreement of Ensembles to Combat Overfit Oct 17, 2023 Image Classification Prediction
Code Code Available Generative Calibration for In-context Learning Oct 16, 2023 In-Context Learning text-classification
Code Code Available A Comprehensive Study of Privacy Risks in Curriculum Learning Oct 16, 2023 Attribute Inference Attack
— Unverified VIBE: Topic-Driven Temporal Adaptation for Twitter Classification Oct 16, 2023 Classification text-classification
— Unverified 