conftrace_

binary text classification

6 papers

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Co-occurring keywords · papers mentioning both

machine-generated text detection (5) large language model (2) small language model (2) text classification (2) ensemble learning (2) inverse perplexity weighting (1) on-device deployment (1) resource-efficient inference (1) multilingual detection (1) transformer model (1)

Papers

AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025 CNLP-NITS-PP at GenAI Detection Task 1: AI-Generated Text Using Transformer-Based Approaches COLING 2025 Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025 LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts COLING 2025 Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text COLING 2025 Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation NAACL 2021