conftrace_

instruction learning

13 papers

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Co-occurring keywords

large language model (13587) instruction tuning (838) few-shot learning (3398) attention map (82) primitive substitution (2) compositional generalization (203) machine translation (2499) reinforcement learning (4352) teacher-student dialogue (1) student error (1)

Papers

Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation IJCNLP 2025
PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning NAACL 2025
PICD-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding EMNLP 2025
Do's and Don'ts: Learning Desirable Skills with Instruction Videos NIPS 2024
From Instance Training to Instruction Learning: Task Adapters Generation from Instructions NIPS 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
Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification EMNLP 2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems 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 IJCNLP 2019
Compositional Generalization for Primitive Substitutions EMNLP 2019