conftrace_

influence score

7 papers

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Co-occurring keywords · papers mentioning both

large language model (2) data pruning (2) data selection (2) multi-agent system (1) variance of gradient (1) balanced performance (1) capability diversity (1) subpopulation performance (1) language classification (1) multi-perspective analysis (1)

Papers

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ACL 2026 Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025 FINDR: A Fast Influential Data Selector for NL2Code Pretraining IJCNLP 2025 Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities EMNLP 2025 Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation EMNLP 2025 LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025 Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023