sarcasm detection

219 papers

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text classification (6776) sentiment analysis (2079) multimodal learning (4622) transformer model (1988) arabic language (261) transfer learning (5442) deep learning (2111) data augmentation (3037) natural language processing (2027) pre-trained language model (1514)

Papers

SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Sarcasm Detection AAAI 2026

Scale Is All You Need: Analyzing Modality Interaction and Speaker Intent Without Fine-Tuning EACL 2026

Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026

S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection AAAI 2026

Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection AAAI 2026

A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm EACL 2026

SarcasTürk: Turkish Context-Aware Sarcasm Detection Dataset EACL 2026

A Transformer and Prototype-based Interpretable Model for Contextual Sarcasm Detection EACL 2026

Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning COLING 2025

Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student IJCNLP 2025

Target-Augmented Shared Fusion-based Multimodal Sarcasm Explanation Generation NAACL 2025

Sarcasm-R1: Enhancing Sarcasm Detection through Focused Reasoning EMNLP 2025

Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025

Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection COLING 2025

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection EMNLP 2025

Sarc7: Evaluating Sarcasm Detection and Generation with Seven Types and Emotion-Informed Techniques EMNLP 2025

Multi-View Incongruity Learning for Multimodal Sarcasm Detection COLING 2025

BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English ACL 2025

Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection COLING 2025

FLUID QA: A Multilingual Benchmark for Figurative Language Usage in Dialogue across English, Chinese, and Korean EMNLP 2025

Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks ACL 2025

Enhancing Multimodal Affective Analysis with Learned Live Comment Features AAAI 2025

Could you BE more sarcastic? A Cognitive Approach to Bidirectional Sarcasm Understanding in Language Models IJCNLP 2025

Rhetorical Device-Aware Sarcasm Detection with Counterfactual Data Augmentation ACL 2025

Using Sarcasm to Improve Cyberbullying Detection COLING 2024