Saved in:
| Main Authors: | Zhang, Xiao, Wang, Kangsheng, Hu, Tianyu, Ma, Huimin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2505.00009 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CSCE: Boosting LLM Reasoning by Simultaneous Enhancing of Causal Significance and Consistency
by: Wang, Kangsheng, et al.
Published: (2024)
by: Wang, Kangsheng, et al.
Published: (2024)
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs
by: Wang, Kangsheng, et al.
Published: (2024)
by: Wang, Kangsheng, et al.
Published: (2024)
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
by: Yang, Yaming, et al.
Published: (2024)
by: Yang, Yaming, et al.
Published: (2024)
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation
by: Zhang, Juzheng, et al.
Published: (2025)
by: Zhang, Juzheng, et al.
Published: (2025)
Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer
by: Belanec, Robert, et al.
Published: (2024)
by: Belanec, Robert, et al.
Published: (2024)
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks
by: Wang, Dingzirui, et al.
Published: (2024)
by: Wang, Dingzirui, et al.
Published: (2024)
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning
by: Wang, Xujia, et al.
Published: (2024)
by: Wang, Xujia, et al.
Published: (2024)
Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment
by: Peng, Tianyu, et al.
Published: (2024)
by: Peng, Tianyu, et al.
Published: (2024)
CrossPT: Exploring Cross-Task Transferability through Multi-Task Prompt Tuning
by: Pouramini, Ahmad, et al.
Published: (2025)
by: Pouramini, Ahmad, et al.
Published: (2025)
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning
by: Lin, Pin-Jie, et al.
Published: (2024)
by: Lin, Pin-Jie, et al.
Published: (2024)
MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts
by: Liao, Yusheng, et al.
Published: (2024)
by: Liao, Yusheng, et al.
Published: (2024)
EFIM: Efficient Serving of LLMs for Infilling Tasks with Improved KV Cache Reuse
by: Guo, Tianyu, et al.
Published: (2025)
by: Guo, Tianyu, et al.
Published: (2025)
Learning Task Representations from In-Context Learning
by: Saglam, Baturay, et al.
Published: (2025)
by: Saglam, Baturay, et al.
Published: (2025)
Flexi-LoRA with Input-Adaptive Ranks: Efficient Finetuning for Speech and Reasoning Tasks
by: Li, Zongqian, et al.
Published: (2026)
by: Li, Zongqian, et al.
Published: (2026)
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning
by: Lee, Haeju, et al.
Published: (2024)
by: Lee, Haeju, et al.
Published: (2024)
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
by: Yue, Shengbin, et al.
Published: (2024)
by: Yue, Shengbin, et al.
Published: (2024)
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning
by: Zhang, Pieyi, et al.
Published: (2025)
by: Zhang, Pieyi, et al.
Published: (2025)
ASLoRA: Adaptive Sharing Low-Rank Adaptation Across Layers
by: Hu, Junyan, et al.
Published: (2024)
by: Hu, Junyan, et al.
Published: (2024)
TLoRA: Task-aware Low Rank Adaptation of Large Language Models
by: Lin, Weicheng, et al.
Published: (2026)
by: Lin, Weicheng, et al.
Published: (2026)
Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
by: Hu, Yi, et al.
Published: (2025)
by: Hu, Yi, et al.
Published: (2025)
Enhancing Romanian Offensive Language Detection through Knowledge Distillation, Multi-Task Learning, and Data Augmentation
by: Matei, Vlad-Cristian, et al.
Published: (2024)
by: Matei, Vlad-Cristian, et al.
Published: (2024)
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning
by: Lin, Zhisheng, et al.
Published: (2024)
by: Lin, Zhisheng, et al.
Published: (2024)
A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone
by: Hao, Jitai, et al.
Published: (2025)
by: Hao, Jitai, et al.
Published: (2025)
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge
by: Li, Yangning, et al.
Published: (2022)
by: Li, Yangning, et al.
Published: (2022)
BoRA: Bayesian Hierarchical Low-Rank Adaption for Multi-Task Large Language Models
by: Eide, Simen, et al.
Published: (2024)
by: Eide, Simen, et al.
Published: (2024)
From Semantic Roles to Opinion Roles: SRL Data Extraction for Multi-Task and Transfer Learning in Low-Resource ORL
by: Galdiani, Amirmohammad Omidi, et al.
Published: (2025)
by: Galdiani, Amirmohammad Omidi, et al.
Published: (2025)
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
by: Zhang, Longteng, et al.
Published: (2023)
by: Zhang, Longteng, et al.
Published: (2023)
Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning
by: Yuan, Hongyi, et al.
Published: (2024)
by: Yuan, Hongyi, et al.
Published: (2024)
Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning
by: Schulte, David, et al.
Published: (2024)
by: Schulte, David, et al.
Published: (2024)
Inducing Generalization across Languages and Tasks using Featurized Low-Rank Mixtures
by: Lin, Chu-Cheng, et al.
Published: (2024)
by: Lin, Chu-Cheng, et al.
Published: (2024)
CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer
by: Gao, Jinglong, et al.
Published: (2025)
by: Gao, Jinglong, et al.
Published: (2025)
ETT-CKGE: Efficient Task-driven Tokens for Continual Knowledge Graph Embedding
by: Zhu, Lijing, et al.
Published: (2025)
by: Zhu, Lijing, et al.
Published: (2025)
FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis
by: Chen, Wei, et al.
Published: (2025)
by: Chen, Wei, et al.
Published: (2025)
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems
by: Matsubara, Yoshitomo, et al.
Published: (2022)
by: Matsubara, Yoshitomo, et al.
Published: (2022)
Enhancing Few-Shot Transfer Learning with Optimized Multi-Task Prompt Tuning through Modular Prompt Composition
by: Pouramini, Ahmad, et al.
Published: (2024)
by: Pouramini, Ahmad, et al.
Published: (2024)
KnowMap: Efficient Knowledge-Driven Task Adaptation for LLMs
by: Fu, Kelin, et al.
Published: (2025)
by: Fu, Kelin, et al.
Published: (2025)
URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression
by: Li, Zhuoqun, et al.
Published: (2024)
by: Li, Zhuoqun, et al.
Published: (2024)
Graph-Driven Multimodal Feature Learning Framework for Apparent Personality Assessment
by: Wang, Kangsheng, et al.
Published: (2025)
by: Wang, Kangsheng, et al.
Published: (2025)
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale
by: Frohmann, Markus, et al.
Published: (2023)
by: Frohmann, Markus, et al.
Published: (2023)
Multi-Task Model Merging via Adaptive Weight Disentanglement
by: Xiong, Feng, et al.
Published: (2024)
by: Xiong, Feng, et al.
Published: (2024)
Similar Items
-
CSCE: Boosting LLM Reasoning by Simultaneous Enhancing of Causal Significance and Consistency
by: Wang, Kangsheng, et al.
Published: (2024) -
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs
by: Wang, Kangsheng, et al.
Published: (2024) -
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
by: Yang, Yaming, et al.
Published: (2024) -
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation
by: Zhang, Juzheng, et al.
Published: (2025) -
Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer
by: Belanec, Robert, et al.
Published: (2024)