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Text Classification

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Papers

Exploring Chain-of-Thought for Multi-modal Metaphor Detection ACL 2024
CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers ACL 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification ACL 2024
An Information-Theoretic Approach to Analyze NLP Classification Tasks ACL 2024
FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL 2024
Tree-of-Counterfactual Prompting for Zero-Shot Stance Detection ACL 2024
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews ACL 2024
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better ACL 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ACL 2024
Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization ACL 2024
Exploring the Potential of Large Language Models in Computational Argumentation ACL 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ACL 2024
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL 2024
MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations ACL 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection ACL 2024
Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors ACL 2024
Missci: Reconstructing Fallacies in Misrepresented Science ACL 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024
Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning ACL 2024
Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs ACL 2024
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ACL 2024
Are AI-Generated Text Detectors Robust to Adversarial Perturbations? ACL 2024