conftrace_

continual instruction tuning

9 papers

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Also known as

CIT

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) multimodal large language model (966) instruction tuning (838) mixture of expert (640) parameter-efficient fine-tuning (736) large language model (13587) low-rank adaptation (560) knowledge distillation (3725) instruction alignment (2)

Papers

OASIS: Online Sample Selection for Continual Instruction Tuning ACL 2026
Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model ACL 2025
Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025
CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NIPS 2024
CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023