Confidence Calibration of Classifiers with Many Classes Nov 5, 2024 text-classification Text Classification
Code Code Available A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification Nov 4, 2024 Classification text-classification
— Unverified Wave Network: An Ultra-Small Language Model Nov 4, 2024 Language Modeling Language Modelling
— Unverified Undermining Image and Text Classification Algorithms Using Adversarial Attacks Nov 3, 2024 Classification Face Recognition
— Unverified Combining Financial Data and News Articles for Stock Price Movement Prediction Using Large Language Models Nov 2, 2024 Articles text-classification
— Unverified Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective Nov 1, 2024 counterfactual Counterfactual Reasoning
Code Code Available A Similarity-Based Oversampling Method for Multi-label Imbalanced Text Data Nov 1, 2024 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified Unified Generative and Discriminative Training for Multi-modal Large Language Models Nov 1, 2024 Dynamic Time Warping Image-text Classification
— Unverified Rethinking Scale: The Efficacy of Fine-Tuned Open-Source LLMs in Large-Scale Reproducible Social Science Research Oct 31, 2024 text-classification Text Classification
— Unverified GigaCheck: Detecting LLM-generated Content Oct 31, 2024 Binary text classification Boundary Detection
— Unverified Large Language Models for Patient Comments Multi-Label Classification Oct 31, 2024 De-identification Few-Shot Learning
— Unverified Deep Learning and Machine Learning -- Natural Language Processing: From Theory to Application Oct 30, 2024 text-classification Text Classification
— Unverified Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers Oct 30, 2024 Adversarial Attack Chatbot
— Unverified Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification Oct 30, 2024 Decoder Learning-To-Rank
— Unverified Multimodal Quantum Natural Language Processing: A Novel Framework for using Quantum Methods to Analyse Real Data Oct 29, 2024 Data Integration Image-text Classification
Code Code Available Natural Language Processing for Analyzing Electronic Health Records and Clinical Notes in Cancer Research: A Review Oct 29, 2024 text-classification Text Classification
— Unverified DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers Oct 29, 2024 Active Learning text-classification
Code Code Available Class-Aware Contrastive Optimization for Imbalanced Text Classification Oct 29, 2024 Classification Denoising
— Unverified Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification Oct 28, 2024 All Data Augmentation
— Unverified Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models Oct 28, 2024 Articles Misinformation
— Unverified Graph Neural Networks on Discriminative Graphs of Words Oct 27, 2024 Classification graph construction
Code Code Available Vulnerability of LLMs to Vertically Aligned Text Manipulations Oct 26, 2024 Classification Few-Shot Learning
— Unverified Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions Oct 26, 2024 Abstractive Text Summarization Adversarial Robustness
— Unverified Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Oct 25, 2024 Argument Mining Document Summarization
— Unverified Ensembling Finetuned Language Models for Text Classification Oct 25, 2024 Classification text-classification
Code Code Available Future Token Prediction -- Causal Language Modelling with Per-Token Semantic State Vector for Multi-Token Prediction Oct 23, 2024 Decoder Language Modelling
— Unverified Advancing Interpretability in Text Classification through Prototype Learning Oct 23, 2024 Classification Sentence
— Unverified Natural Language Processing for Human Resources: A Survey Oct 21, 2024 Management Survey
Code Code Available AutoTrain: No-code training for state-of-the-art models Oct 21, 2024 Classification image-classification
Code Code Available 1024m at SMM4H 2024: Tasks 3, 5 & 6 -- Ensembles of Transformers and Large Language Models for Medical Text Classification Oct 21, 2024 Binary Classification text-classification
— Unverified Weakly-supervised diagnosis identification from Italian discharge letters Oct 19, 2024 Document Classification text-classification
— Unverified Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification Oct 18, 2024 Classification Clustering
— Unverified A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference Oct 18, 2024 Causal Inference counterfactual
— Unverified Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation Oct 18, 2024 Backdoor Attack Knowledge Distillation
Code Code Available Risk of Text Backdoor Attacks Under Dataset Distillation Oct 17, 2024 Backdoor Attack Dataset Distillation
Code Code Available Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning Oct 17, 2024 Contrastive Learning Multi-Label Classification
Code Code Available From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs Oct 16, 2024 Classification text-classification
— Unverified Reducing Labeling Costs in Sentiment Analysis via Semi-Supervised Learning Oct 15, 2024 Sentiment Analysis text-classification
— Unverified A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets Oct 14, 2024 Feature Importance Language Identification
— Unverified Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks Oct 14, 2024 All Few-Shot Text Classification
Code Code Available Empirical Study of Mutual Reinforcement Effect and Application in Few-shot Text Classification Tasks via Prompt Oct 13, 2024 Classification Few-Shot Text Classification
— Unverified Text Classification using Graph Convolutional Networks: A Comprehensive Survey Oct 12, 2024 Classification Document Classification
— Unverified Exploring space efficiency in a tree-based linear model for extreme multi-label classification Oct 12, 2024 Extreme Multi-Label Classification Multi-Label Classification
— Unverified Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning Oct 11, 2024 parameter-efficient fine-tuning text-classification
— Unverified StablePrompt: Automatic Prompt Tuning using Reinforcement Learning for Large Language Models Oct 10, 2024 Question Answering Reinforcement Learning (RL)
Code Code Available Vector-ICL: In-context Learning with Continuous Vector Representations Oct 8, 2024 Classification Graph Classification
Code Code Available A Comparative Study of Hybrid Models in Health Misinformation Text Classification Oct 8, 2024 Lemmatization Misinformation
— Unverified Manual Verbalizer Enrichment for Few-Shot Text Classification Oct 8, 2024 Benchmarking Classification
— Unverified Explanation sensitivity to the randomness of large language models: the case of journalistic text classification Oct 7, 2024 Sensitivity text-classification
— Unverified On Uncertainty In Natural Language Processing Oct 4, 2024 Conformal Prediction text-classification
Code Code Available 