OTTER: Effortless Label Distribution Adaptation of Zero-shot Models Apr 12, 2024 Classification text-classification
Code Code Available Interactive Prompt Debugging with Sequence Salience Apr 11, 2024 Sentence 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 Text clustering applied to data augmentation in legal contexts Apr 8, 2024 Classification Clustering
— Unverified Semantic Stealth: Adversarial Text Attacks on NLP Using Several Methods Apr 8, 2024 Adversarial Text Machine Translation
— 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 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 Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data Apr 3, 2024 In-Context Learning parameter-efficient fine-tuning
— Unverified Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations Apr 3, 2024 Cross-Lingual Transfer text-classification
Code Code Available FPT: Feature Prompt Tuning for Few-shot Readability Assessment Apr 3, 2024 16k Few-Shot Text Classification
Code Code Available 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 DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation Mar 30, 2024 Dataset Distillation In-Context Learning
Code Code Available 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 Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus Mar 29, 2024 Management Spam detection
— Unverified Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion Mar 29, 2024 Data Augmentation Natural Language Inference
Code Code Available Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data Mar 27, 2024 Data Augmentation text-classification
— Unverified HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification Mar 26, 2024 Contrastive Learning Document Embedding
Code Code Available 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 LlamBERT: Large-scale low-cost data annotation in NLP Mar 23, 2024 Sentiment Analysis Text Classification
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 On the Fragility of Active Learners for Text Classification Mar 23, 2024 Active Learning Benchmarking
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 A Model Ensemble Approach with LLM for Chinese Text Classification Mar 22, 2024 Diagnostic Few-shot NER
Code Code Available SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention Mar 21, 2024 GPU Graph Attention
Code Code Available Visual Analytics for Fine-grained Text Classification Models and Datasets Mar 21, 2024 text-classification Text Classification
— Unverified 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 Multi-Level Explanations for Generative Language Models Mar 21, 2024 Question Answering text-classification
— Unverified 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 CrossTune: Black-Box Few-Shot Classification with Label Enhancement Mar 19, 2024 Few-Shot Text Classification In-Context Learning
— Unverified Investigating Text Shortening Strategy in BERT: Truncation vs Summarization Mar 19, 2024 Articles Document Summarization
Code Code Available A Disease Labeler for Chinese Chest X-Ray Report Generation Mar 18, 2024 Diagnostic Medical Image Analysis
— Unverified A Modified Word Saliency-Based Adversarial Attack on Text Classification Models Mar 17, 2024 Adversarial Attack Classification
— Unverified Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation Mar 17, 2024 Authorship Verification Data Augmentation
— Unverified Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning Mar 15, 2024 Fact Verification In-Context Learning
Code Code Available Harnessing Artificial Intelligence to Combat Online Hate: Exploring the Challenges and Opportunities of Large Language Models in Hate Speech Detection Mar 12, 2024 Hate Speech Detection Sentiment Analysis
— Unverified One size doesn't fit all: Predicting the Number of Examples for In-Context Learning Mar 11, 2024 All In-Context Learning
— Unverified Evolving Knowledge Distillation with Large Language Models and Active Learning Mar 11, 2024 Active Learning Knowledge Distillation
— Unverified The Impact of Quantization on the Robustness of Transformer-based Text Classifiers Mar 8, 2024 Quantization SST-2
— Unverified Defending Against Unforeseen Failure Modes with Latent Adversarial Training Mar 8, 2024 image-classification Image Classification
Code Code Available Advancing Chinese biomedical text mining with community challenges Mar 7, 2024 Attribute Attribute Extraction
— Unverified Privacy-preserving Fine-tuning of Large Language Models through Flatness Mar 7, 2024 Knowledge Distillation Privacy Preserving
— Unverified RADIA -- Radio Advertisement Detection with Intelligent Analytics Mar 6, 2024 Marketing speech-recognition
— Unverified Demonstrating Mutual Reinforcement Effect through Information Flow Mar 5, 2024 Prompt Learning text-classification
— Unverified RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules Mar 5, 2024 Pseudo Label text-classification
Code Code Available 