conftrace_

task alignment

10 papers

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TA

Co-occurring keywords · papers mentioning both

large language model (3) multi-task learning (2) adversarial mechanism (1) agent security (1) visual instruction tuning (1) zero-shot evaluation (1) multitask co-training (1) long context (1) structural diversity (1) negative transfer (1)

Papers

Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer ACL 2026 Spurious Forgetting in Continual Learning of Language Models ICLR 2025 Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025 The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents ACL 2025 Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation ACL 2024 Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment NeurIPS 2024 Where am I? Large Language Models Wandering between Semantics and Structures in Long Contexts EMNLP 2024 Analyzing Text Representations by Measuring Task Alignment ACL 2023 TOOD: Task-Aligned One-Stage Object Detection ICCV 2021 Understanding and Improving Information Transfer in Multi-Task Learning ICLR 2020