conftrace_

training datum

124 papers

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Co-occurring keywords

large language model (13587) language model (4599) influence function (143) membership inference (114) data augmentation (3052) text classification (6793) automatic speech recognition (1774) text generation (2913) privacy attack (119) model interpretability (519)

Papers

Dynamic Data Pruning for Automatic Speech Recognition INTERSPEECH 2024
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) ACL 2024
OLMo: Accelerating the Science of Language Models ACL 2024
Token-wise Influential Training Data Retrieval for Large Language Models ACL 2024
Exploring Memorization in Fine-tuned Language Models ACL 2024
TRAK: Attributing Model Behavior at Scale ICML 2023
CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models ICML 2023
Stubborn Lexical Bias in Data and Models ACL 2023
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models CVPR 2023
Data Curation Alone Can Stabilize In-context Learning ACL 2023
Understanding and Mitigating Copying in Diffusion Models NIPS 2023
Counterfactual Memorization in Neural Language Models NIPS 2023
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective NIPS 2023
When does Privileged information Explain Away Label Noise? ICML 2023
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance EMNLP 2023
Data Portraits: Recording Foundation Model Training Data NIPS 2023
Reconstructing Training Data from Model Gradient, Provably AISTATS 2023
Evaluating Data Attribution for Text-to-Image Models ICCV 2023
OpenDataVal: a Unified Benchmark for Data Valuation NIPS 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks EMNLP 2023
The Memory-Perturbation Equation: Understanding Model's Sensitivity to Data NIPS 2023
Retrieval-Enhanced Dual Encoder Training for Product Matching EMNLP 2023
Theoretical and Practical Perspectives on what Influence Functions Do NIPS 2023
Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP 2022
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022