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

Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025

TILeN at SemEval-2025 Task 11: A Transformer-Based Model for Sentiment Classification Applied to the Russian Language ACL 2025

Direct Prompt Optimization with Continuous Representations ACL 2025

OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025

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

WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia ACL 2025

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

AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025

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

NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SEMEVAL 2025

cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification SEMEVAL 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

Decoding Actionability: A Computational Analysis of Teacher Observation Feedback ACL 2025

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

STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025

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

GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge COLING 2025

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

Who’s the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution EMNLP 2025

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

To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025

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

RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers COLING 2025

PropXplain: Can LLMs Enable Explainable Propaganda Detection? EMNLP 2025