OptLLM: Optimal Assignment of Queries to Large Language Models May 24, 2024 Log Parsing Multi-Label Classification
Code Code Available EMR-Merging: Tuning-Free High-Performance Model Merging May 23, 2024 Image Classification Image Retrieval
Code Code Available Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators May 23, 2024 image-classification Image Classification
Code Code Available ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks May 23, 2024 Continual Learning Multi Label Text Classification
— Unverified Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property May 23, 2024 image-classification Image Classification
— Unverified Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification May 22, 2024 Quantum Machine Learning Sentence
Code Code Available Exploration of Masked and Causal Language Modelling for Text Generation May 21, 2024 Authorship Verification Language Modelling
— Unverified A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers May 20, 2024 Decoder Language Modelling
— Unverified Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques May 20, 2024 Ordinal Classification Sentiment Analysis
— Unverified A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus May 20, 2024 Machine Translation Natural Language Inference
Code Code Available Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification May 19, 2024 Classification Contrastive Learning
— Unverified Adaptable and Reliable Text Classification using Large Language Models May 17, 2024 Classification Multi-Label Classification
Code Code Available Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset May 17, 2024 16k Benchmarking
Code Code Available Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents May 13, 2024 Articles Contrastive Learning
— Unverified The Curious Case of Class Accuracy Imbalance in LLMs: Post-hoc Debiasing via Nonlinear Integer Programming May 13, 2024 Combinatorial Optimization In-Context Learning
— Unverified SaudiBERT: A Large Language Model Pretrained on Saudi Dialect Corpora May 10, 2024 Language Modeling Language Modelling
Code Code Available Machine learning models for abstract screening task - A systematic literature review application for health economics and outcome research May 9, 2024 Articles Deep Learning
— Unverified Enhancing Suicide Risk Detection on Social Media through Semi-Supervised Deep Label Smoothing May 9, 2024 Multi-class Classification text-classification
— Unverified Using Machine Translation to Augment Multilingual Classification May 9, 2024 Classification Image Captioning
— Unverified XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples May 8, 2024 In-Context Learning Language Modeling
Code Code Available Semi-Supervised Disease Classification based on Limited Medical Image Data May 7, 2024 Classification Medical Image Analysis
— Unverified On Adversarial Examples for Text Classification by Perturbing Latent Representations May 6, 2024 Deep Learning text-classification
— Unverified Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing May 6, 2024 Binary Classification Classification
— Unverified Assessing Adversarial Robustness of Large Language Models: An Empirical Study May 4, 2024 Adversarial Robustness text-classification
— Unverified Exploring Extreme Quantization in Spiking Language Models May 4, 2024 Knowledge Distillation Language Modeling
— Unverified Learning label-label correlations in Extreme Multi-label Classification via Label Features May 3, 2024 Extreme Multi-Label Classification Multi-Label Classification
— Unverified The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification May 3, 2024 Fairness text-classification
— Unverified Hoaxpedia: A Unified Wikipedia Hoax Articles Dataset May 3, 2024 Articles Binary Classification
Code Code Available PVF (Parameter Vulnerability Factor): A Scalable Metric for Understanding AI Vulnerability Against SDCs in Model Parameters May 2, 2024 text-classification Text Classification
— Unverified BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine May 1, 2024 Language Modeling Language Modelling
Code Code Available Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression Apr 28, 2024 Data Compression Dictionary Learning
— Unverified TextGram: Towards a better domain-adaptive pretraining Apr 28, 2024 text-classification Text Classification
— Unverified L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi Apr 28, 2024 Articles Document Classification
— Unverified GuideWalk: A Novel Graph-Based Word Embedding for Enhanced Text Classification Apr 25, 2024 Classification Document Classification
— Unverified Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Apr 25, 2024 Cross-Lingual Transfer Graph Attention
Code Code Available Social Media and Artificial Intelligence for Sustainable Cities and Societies: A Water Quality Analysis Use-case Apr 23, 2024 text-classification Text Classification
— Unverified MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts Apr 22, 2024 Common Sense Reasoning GPU
Code Code Available IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models Apr 21, 2024 Domain Generalization Representation Learning
Code Code Available PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure Apr 21, 2024 Attribute feature selection
Code Code Available Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge Apr 20, 2024 text-classification Text Classification
Code Code Available Transformer-Based Classification Outcome Prediction for Multimodal Stroke Treatment Apr 19, 2024 Diagnostic image-classification
— Unverified When LLMs are Unfit Use FastFit: Fast and Effective Text Classification with Many Classes Apr 18, 2024 Contrastive Learning Few-Shot Learning
Code Code Available Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification Apr 17, 2024 Classification text-classification
— Unverified A Novel ICD Coding Method Based on Associated and Hierarchical Code Description Distillation Apr 17, 2024 Multilabel Text Classification Representation Learning
— Unverified AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts Apr 17, 2024 Deep Learning Hallucination
Code Code Available Empowering Interdisciplinary Research with BERT-Based Models: An Approach Through SciBERT-CNN with Topic Modeling Apr 16, 2024 Classification Multi Label Text Classification
— Unverified Incubating Text Classifiers Following User Instruction with Nothing but LLM Apr 16, 2024 Diversity Prompt Engineering
Code Code Available Quantization of Large Language Models with an Overdetermined Basis Apr 15, 2024 Data Compression Quantization
— Unverified Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification Apr 12, 2024 Contrastive Learning Multi-class Classification
— Unverified VertAttack: Taking advantage of Text Classifiers' horizontal vision Apr 12, 2024 text-classification Text Classification
Code Code Available 