conftrace_

task-specific knowledge

3 papers

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Co-occurring keywords

large language model (13587) model merging (234) modular knowledge (1) multi-task model (11) dynamic integration (1) pre-trained language model (1515) knowledge compression (3) delta compression (5) knowledge injection (114) parameter pruning (39)

Papers

ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NIPS 2024
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ACL 2022