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Text Classification

6,754 papers

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Papers

Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024 EMNLP 2024
The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse EMNLP 2024
Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates EMNLP 2024
C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024
ToxiCloakCN: Evaluating Robustness of Offensive Language Detection in Chinese with Cloaking Perturbations EMNLP 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024
Verba volant, scripta volant? Don’t worry! There are computational solutions for protoword reconstruction EMNLP 2024
CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024
Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning EMNLP 2024
LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples EMNLP 2024
MisinfoEval: Generative AI in the Era of “Alternative Facts” EMNLP 2024
On the Relationship between Truth and Political Bias in Language Models EMNLP 2024
Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models EMNLP 2024
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization EMNLP 2024
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood EMNLP 2024
The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024
Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets EMNLP 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024
Towards a Greek Proverb Atlas: Computational Spatial Exploration and Attribution of Greek Proverbs EMNLP 2024
Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training EMNLP 2024
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024
PANDA: Persona Attributes Navigation for Detecting and Alleviating Overuse Problem in Large Language Models EMNLP 2024