conftrace_

training datum

124 papers

Explore in graph

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

GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling ACL 2026
How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models ACL 2026
Mapping on a Budget: Optimizing Spatial Data Collection for ML AAAI 2026
Detecting Non-Membership in LLM Training Data via Rank Correlations EACL 2026
Measuring memorization in language models via probabilistic extraction NAACL 2025
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens ACL 2025
Speculating LLMs’ Chinese Training Data Pollution from Their Tokens EMNLP 2025
Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training ACL 2025
Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs EMNLP 2025
Data Drives Unstable Hierarchical Generalization in LMs EMNLP 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm EMNLP 2025
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models WACV 2025
Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models NAACL 2025
The Role of Abstract Representations and Observed Preferences in the Ordering of Binomials in Large Language Models ACL 2025
An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025
ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation NAACL 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025
On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025
Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ACL 2025
WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data ACL 2025
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models EMNLP 2025
More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025
Memorization: A Close Look at Books ACL 2025
Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ACL 2025