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Text Classification

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Perturbed examples reveal invariances shared by language models ACL 2024
Prompting open-source and commercial language models for grammatical error correction of English learner text ACL 2024
AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024
Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification ACL 2024
Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024
Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis ACL 2024
Multi-modal Stance Detection: New Datasets and Model ACL 2024
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ACL 2024
LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024
Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling ACL 2024
ZeroStance: Leveraging ChatGPT for Open-Domain Stance Detection via Dataset Generation ACL 2024
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024
InstructEval: Instruction-Tuned Text Evaluator from Human Preference ACL 2024
RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models ACL 2024
Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech ACL 2024
Fooling the Textual Fooler via Randomizing Latent Representations ACL 2024
Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM ACL 2024
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems ACL 2024
Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection ACL 2024
Wikidata as a Source of Demographic Information ACL 2024
Exploiting Dialect Identification in Automatic Dialectal Text Normalization ACL 2024
Strategies for Arabic Readability Modeling ACL 2024
Data Augmentation for Speech-Based Diacritic Restoration ACL 2024
ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models ACL 2024