training data

On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025 Position: The Most Expensive Part of an LLM *should* be its Training Data ICML 2025 Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training ACL 2025 Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ACL 2025 SAVA: Scalable Learning-Agnostic Data Valuation ICLR 2025 Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models NAACL 2025 Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities EMNLP 2025 Speculating LLMs’ Chinese Training Data Pollution from Their Tokens EMNLP 2025 The Role of Abstract Representations and Observed Preferences in the Ordering of Binomials in Large Language Models ACL 2025 WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025 WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data ACL 2025 ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs ICLR 2025 A Training Data Recipe to Accelerate A* Search with Language Models EMNLP 2024 Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models ACL 2024 DE-COP: Detecting Copyrighted Content in Language Models Training Data ICML 2024 DeRDaVa: Deletion-Robust Data Valuation for Machine Learning AAAI 2024 Direct Speech Identification in Swedish Literature and an Exploration of Training Data Type, Typographical Markers, and Evaluation Granularity EACL 2024 Dynamic Data Pruning for Automatic Speech Recognition Interspeech 2024 Effects of Markers in Training Datasets on the Accuracy of 6D Pose Estimation WACV 2024 Evaluating n-Gram Novelty of Language Models Using Rusty-DAWG EMNLP 2024 Exploring Memorization in Fine-tuned Language Models ACL 2024 Exploring the Relationship Between Intrinsic Stigma in Masked Language Models and Training Data Using the Stereotype Content Model COLING 2024 Intellectual property rights at the training, development and generation stages of Large Language Models COLING 2024 LLM Dataset Inference: Did you train on my dataset? NeurIPS 2024 Measuring Dejavu Memorization Efficiently NeurIPS 2024