text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

Direct Prompt Optimization with Continuous Representations ACL 2025

Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation ACL 2025

LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews ACL 2025

ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification ACL 2025

Commonsense Reasoning in Arab Culture ACL 2025

Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025

Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes ACL 2025

White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ACL 2025

Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025

Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior EMNLP 2025

Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025

Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025

Classifying Unreliable Narrators with Large Language Models ACL 2025

HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025

“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025

Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025

Do Language Models Understand Honorific Systems in Javanese? ACL 2025

PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025

𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025

Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble ACL 2025

Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ACL 2025

When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025

Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025

SSNCSE@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025