MUSER: A Multi-View Similar Case Retrieval Dataset Oct 24, 2023 Fairness Retrieval
Code Code Available This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models Oct 24, 2023 Descriptive Negation
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 Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings Oct 23, 2023 Data Augmentation In-Context Learning
Code Code Available JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification Oct 23, 2023 Pseudo Label Semi-Supervised Text Classification
Code Code Available PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain Oct 22, 2023 Dialogue Generation Dialogue Understanding
Code Code Available Text generation for dataset augmentation in security classification tasks Oct 22, 2023 Data Augmentation Fraud Detection
Code Code Available PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation Oct 22, 2023 Data Augmentation Language Modeling
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 Transformer-based Entity Legal Form Classification Oct 19, 2023 Classification Data Integration
Code Code Available 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 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 Generative Calibration for In-context Learning Oct 16, 2023 In-Context Learning text-classification
Code Code Available Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks Oct 15, 2023 Audio Classification image-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 Analyzing Textual Data for Fatality Classification in Afghanistan's Armed Conflicts: A BERT Approach Oct 12, 2023 Humanitarian text-classification
— Unverified Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning Oct 12, 2023 All In-Context Learning
Code Code Available Effects of Human Adversarial and Affable Samples on BERT Generalization Oct 12, 2023 Relation Extraction text-classification
— Unverified Multiclass Classification of Policy Documents with Large Language Models Oct 12, 2023 Classification text-classification
— Unverified Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations Oct 11, 2023 Classification Synthetic Data Generation
— Unverified Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality Oct 11, 2023 Attribute Causal Inference
— Unverified A Comparative Study of Transformer-based Neural Text Representation Techniques on Bug Triaging Oct 10, 2023 text-classification Text Classification
— Unverified DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Oct 10, 2023 Classification Knowledge Graphs
Code Code Available InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective Oct 10, 2023 Classification Continual Learning
Code Code Available Evaluating Explanation Methods for Vision-and-Language Navigation Oct 10, 2023 Decision Making Navigate
— Unverified Self-Supervised Representation Learning for Online Handwriting Text Classification Oct 10, 2023 Gender Classification Representation Learning
— 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 Exploring the Maze of Multilingual Modeling Oct 9, 2023 Language Modelling Model Selection
— Unverified Unleashing the power of Neural Collapse for Transferability Estimation Oct 9, 2023 Fairness image-classification
— Unverified Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification Oct 8, 2023 Contrastive Learning Multi-Label Classification
Code Code Available KoMultiText: Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online Services Oct 6, 2023 Hate Speech Detection Multi-Task Learning
Code Code Available 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 Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture Oct 4, 2023 Language Modeling Language Modelling
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 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 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 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 Label Supervised LLaMA Finetuning Oct 2, 2023 GPU named-entity-recognition
Code Code Available Robust Sentiment Analysis for Low Resource languages Using Data Augmentation Approaches: A Case Study in Marathi Oct 1, 2023 Data Augmentation Pseudo Label
— Unverified ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers Sep 28, 2023 GPU Instruction Following
Code Code Available Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available 