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Multi-Objective Optimization

6 directly classified papers

Papers per year

Papers

Consistency-Aware Online Multi-Objective Alignment for Related Search Query Generation ACL 2025

MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024

MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models NIPS 2024

Hypervolume Maximization: A Geometric View of Pareto Set Learning NIPS 2023

Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022

Multi-objective Deep Data Generation with Correlated Property Control NIPS 2022