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

Deduplicating Training Data Mitigates Privacy Risks in Language Models ICML 2022
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks EMNLP 2022
Reconstructing Training Data From Diverse ML Models by Ensemble Inversion WACV 2022
Privacy Leakage in Text Classification A Data Extraction Approach NAACL 2022
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR INTERSPEECH 2022
First is Better Than Last for Language Data Influence NIPS 2022
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022
Deduplicating Training Data Makes Language Models Better ACL 2022
Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022
What’s in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus ACL 2021
Bootstrapping Relation Extractors using Syntactic Search by Examples EACL 2021
Inverted Projection for Robust Speech Translation IJCNLP 2021
Quantifying Appropriateness of Summarization Data for Curriculum Learning EACL 2021
Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits EMNLP 2021
Investigating the Impact of Gender Representation in ASR Training Data: a Case Study on Librispeech IJCNLP 2021
Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data ICML 2021
Changing the World by Changing the Data ACL 2021
Investigating the Impact of Gender Representation in ASR Training Data: a Case Study on Librispeech ACL 2021
On the Difficulty of Membership Inference Attacks CVPR 2021
An Empirical Comparison of Instance Attribution Methods for NLP NAACL 2021
On Training Instance Selection for Few-Shot Neural Text Generation ACL 2021
Unsupervised Multi-hop Question Answering by Question Generation NAACL 2021
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation NIPS 2020
Estimating Training Data Influence by Tracing Gradient Descent NIPS 2020