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language model (4) internal activation (1) pre-training detection (1) probing technique (1) long-context modeling (1) dependency score (1) document selection (1) neural network (1) long dependency (1) language model perplexity (1)

Papers

Language Model-Driven Data Pruning Enables Efficient Active Learning EACL 2026 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024 Probing Language Models for Pre-training Data Detection ACL 2024 Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations EMNLP 2021 A Systematic Assessment of Syntactic Generalization in Neural Language Models ACL 2020 LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines SemEval 2020 Mxgra at SemEval-2020 Task 4: Common Sense Making with Next Token Prediction SemEval 2020 Unsupervised Anomaly Detection in Parole Hearings using Language Models EMNLP 2020 DBMS-KU Interpolation for WMT19 News Translation Task ACL 2019 Distributed Inference for Latent Dirichlet Allocation NeurIPS 2007