Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks Oct 15, 2023 Audio Classification image-classification
— Unverified Analyzing Textual Data for Fatality Classification in Afghanistan's Armed Conflicts: A BERT Approach Oct 12, 2023 Humanitarian text-classification
— Unverified Multiclass Classification of Policy Documents with Large Language Models Oct 12, 2023 Classification text-classification
— Unverified Evaluating The Effectiveness of Capsule Neural Network in Toxic Comment Classification using Pre-trained BERT Embeddings Oct 12, 2023 Multilingual NLP Natural Language Understanding
Code Code Available Effects of Human Adversarial and Affable Samples on BERT Generalization Oct 12, 2023 Relation Extraction text-classification
— Unverified Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality Oct 11, 2023 Attribute Causal Inference
— Unverified Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations Oct 11, 2023 Classification Synthetic Data Generation
— Unverified Evaluating Explanation Methods for Vision-and-Language Navigation Oct 10, 2023 Decision Making Navigate
— Unverified A Comparative Study of Transformer-based Neural Text Representation Techniques on Bug Triaging Oct 10, 2023 text-classification Text Classification
— Unverified Self-Supervised Representation Learning for Online Handwriting Text Classification Oct 10, 2023 Gender Classification Representation Learning
— Unverified Unleashing the power of Neural Collapse for Transferability Estimation Oct 9, 2023 Fairness image-classification
— Unverified Exploring the Maze of Multilingual Modeling Oct 9, 2023 Language Modelling Model Selection
— Unverified BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions Oct 9, 2023 Few-Shot Text Classification text-classification
— Unverified XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners Oct 9, 2023 Active Learning Classification
Code Code Available Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness Oct 4, 2023 Out-of-Distribution Detection Out of Distribution (OOD) Detection
Code Code Available Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation Oct 4, 2023 Data Augmentation Hate Speech Detection
— Unverified The Rise of Open Science: Tracking the Evolution and Perceived Value of Data and Methods Link-Sharing Practices Oct 4, 2023 Articles Math
Code Code Available Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes Oct 3, 2023 text-classification Text Classification
— Unverified Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages Oct 3, 2023 Hate Speech Detection Sentence
— Unverified Short text classification with machine learning in the social sciences: The case of climate change on Twitter Oct 3, 2023 text-classification Text Classification
Code Code Available Fusing Models with Complementary Expertise Oct 2, 2023 Multiple-choice text-classification
Code Code Available Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models Oct 2, 2023 Data Augmentation In-Context Learning
— Unverified Robust Sentiment Analysis for Low Resource languages Using Data Augmentation Approaches: A Case Study in Marathi Oct 1, 2023 Data Augmentation Pseudo Label
— Unverified Exploring Small Language Models with Prompt-Learning Paradigm for Efficient Domain-Specific Text Classification Sep 26, 2023 Prompt Engineering Prompt Learning
— Unverified Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning Sep 26, 2023 Few-Shot Learning In-Context Learning
— Unverified Learning Using Generated Privileged Information by Text-to-Image Diffusion Models Sep 26, 2023 Classification Knowledge Distillation
— Unverified When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs Sep 25, 2023 Information Retrieval text-classification
Code Code Available Text Classification: A Perspective of Deep Learning Methods Sep 24, 2023 Classification Deep Learning
— Unverified Substituting Data Annotation with Balanced Updates and Collective Loss in Multi-label Text Classification Sep 24, 2023 Language Modeling Language Modelling
Code Code Available Towards LLM-guided Causal Explainability for Black-box Text Classifiers Sep 23, 2023 counterfactual Counterfactual Explanation
— Unverified AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer Sep 22, 2023 Data Augmentation Sentence
Code Code Available BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP Sep 22, 2023 Abstractive Text Summarization Natural Language Inference
— Unverified Automating construction contract review using knowledge graph-enhanced large language models Sep 21, 2023 Knowledge Graphs Management
— Unverified Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi Sep 19, 2023 Language Modeling Language Modelling
— Unverified In-Context Learning for Text Classification with Many Labels Sep 19, 2023 Classification In-Context Learning
— Unverified Semantic Text Compression for Classification Sep 19, 2023 Classification Decoder
— Unverified Not Enough Labeled Data? Just Add Semantics: A Data-Efficient Method for Inferring Online Health Texts Sep 18, 2023 Abstract Meaning Representation Sentence
— Unverified Generative AI Text Classification using Ensemble LLM Approaches Sep 14, 2023 Classification Language Modelling
— Unverified Ambiguity-Aware In-Context Learning with Large Language Models Sep 14, 2023 In-Context Learning Semantic Similarity
— Unverified Text Classification of Cancer Clinical Trial Eligibility Criteria Sep 14, 2023 Classification Language Modeling
— Unverified CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts Sep 11, 2023 Sentence Sentence Embeddings
— Unverified Retrieval-Augmented Meta Learning for Low-Resource Text Classification Sep 10, 2023 Classification Meta-Learning
— Unverified Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations Sep 8, 2023 Emotion Recognition Emotion Recognition in Conversation
— Unverified NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus Sep 8, 2023 Language Modeling Language Modelling
Code Code Available USA: Universal Sentiment Analysis Model & Construction of Japanese Sentiment Text Classification and Part of Speech Dataset Sep 7, 2023 Classification POS
Code Code Available ViCGCN: Graph Convolutional Network with Contextualized Language Models for Social Media Mining in Vietnamese Sep 6, 2023 Language Modelling text-classification
Code Code Available Sample Size in Natural Language Processing within Healthcare Research Sep 5, 2023 text-classification Text Classification
— Unverified Towards One-Shot Learning for Text Classification using Inductive Logic Programming Aug 30, 2023 Classification Common Sense Reasoning
Code Code Available TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification Aug 29, 2023 Few-Shot Learning Few-Shot Text Classification
— Unverified Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts Aug 28, 2023 Abusive Language Fake News Detection
— Unverified 