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instruction learning

13 papers

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Co-occurring keywords · papers mentioning both

large language model (5) instruction tuning (3) few-shot learning (2) reinforcement learning (2) task adapter (1) parameter generation (1) cross-task generalization (1) chain-of-thought prompting (1) attention map (1) prompt tuning (1)

Papers

Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation IJCNLP 2025 PICD-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding EMNLP 2025 PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning NAACL 2025 DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING ICLR 2024 Do's and Don'ts: Learning Desirable Skills with Instruction Videos NeurIPS 2024 From Instance Training to Instruction Learning: Task Adapters Generation from Instructions NeurIPS 2024 InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis NAACL 2024 Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023 MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems EMNLP 2023 Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification EMNLP 2023 ConTinTin: Continual Learning from Task Instructions ACL 2022 What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment EMNLP 2022 Compositional Generalization for Primitive Substitutions EMNLP 2019