:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Luo, Wenxin, Wang, Weirui, Li, Xiaopeng, Zhou, Weibo, Jia, Pengyue, Zhao, Xiangyu
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2501.06689
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models
by: Pan, Dayan, et al.
Published: (2025)

TAPO: Translation Augmented Policy Optimization for Multilingual Mathematical Reasoning
by: Huang, Xu, et al.
Published: (2026)

MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion
by: Jia, Pengyue, et al.
Published: (2023)

MTA: A Merge-then-Adapt Framework for Personalized Large Language Model
by: Li, Xiaopeng, et al.
Published: (2025)

Behavior-Equivalent Token: Single-Token Replacement for Long Prompts in LLMs
by: Dong, Jiancheng, et al.
Published: (2025)

Enhancing Conversational Agents via Task-Oriented Adversarial Memory Adaptation
by: Deng, Yimin, et al.
Published: (2026)

Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
by: Jia, Pengyue, et al.
Published: (2024)

Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation
by: Xu, Derong, et al.
Published: (2025)

Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
by: Xu, Derong, et al.
Published: (2026)

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning
by: Zhao, Yusheng, et al.
Published: (2025)

Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions
by: Zhou, Wenxin, et al.
Published: (2024)

Transfer-Prompting: Enhancing Cross-Task Adaptation in Large Language Models via Dual-Stage Prompts Optimization
by: Chang, Yupeng, et al.
Published: (2025)

Logic Jailbreak: Efficiently Unlocking LLM Safety Restrictions Through Formal Logical Expression
by: Peng, Jingyu, et al.
Published: (2025)

Rethinking Prompt Optimizers: From Prompt Merits to Optimization
by: Zhu, Zixiao, et al.
Published: (2025)

Referencing Where to Focus: Improving VisualGrounding with Referential Query
by: Wang, Yabing, et al.
Published: (2024)

Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models
by: Pan, Dayan, et al.
Published: (2025)

Prompt Recursive Search: A Living Framework with Adaptive Growth in LLM Auto-Prompting
by: Zhao, Xiangyu, et al.
Published: (2024)

Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models
by: Liao, Xiaoxuan, et al.
Published: (2025)

Provable Benefits of Task-Specific Prompts for In-context Learning
by: Chang, Xiangyu, et al.
Published: (2025)

Dynamic Prompt Fusion for Multi-Task and Cross-Domain Adaptation in LLMs
by: Hu, Xin, et al.
Published: (2025)

Biomedical Nested NER with Large Language Model and UMLS Heuristics
by: Zhou, Wenxin
Published: (2024)

The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models
by: Kirsanov, Artem, et al.
Published: (2025)

Learning from Contrastive Prompts: Automated Optimization and Adaptation
by: Li, Mingqi, et al.
Published: (2024)

Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method
by: Ren, Yupei, et al.
Published: (2025)

Generalizable Self-Evolving Memory for Automatic Prompt Optimization
by: Liang, Guanbao, et al.
Published: (2026)

From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents
by: Xu, Derong, et al.
Published: (2025)

MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
by: Deng, Yimin, et al.
Published: (2026)

Efficient Task Adaptation in Large Language Models via Selective Parameter Optimization
by: Wan, Weijie, et al.
Published: (2026)

Effectively Prompting Small-sized Language Models for Cross-lingual Tasks via Winning Tickets
by: Li, Mingqi, et al.
Published: (2024)

PromptWizard: Task-Aware Prompt Optimization Framework
by: Agarwal, Eshaan, et al.
Published: (2024)

D-SCoRE: Document-Centric Segmentation and CoT Reasoning with Structured Export for QA-CoT Data Generation
by: Zhou, Weibo, et al.
Published: (2025)

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
by: Dun, Chen, et al.
Published: (2023)

TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction in RAG-based Crowdsourcing Systems
by: Yang, Jing, et al.
Published: (2024)

DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression
by: Zhao, Yi, et al.
Published: (2025)

The Tower of Babel Revisited: Multilingual Jailbreak Prompts on Closed-Source Large Language Models
by: Huang, Linghan, et al.
Published: (2025)

GeoArena: Evaluating Open-World Geographic Reasoning in Large Vision-Language Models
by: Jia, Pengyue, et al.
Published: (2025)

Decoupled Alignment for Robust Plug-and-Play Adaptation
by: Luo, Haozheng, et al.
Published: (2024)

How to Utilize Complementary Vision-Text Information for 2D Structure Understanding
by: Dong, Jiancheng, et al.
Published: (2026)

TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation
by: Miao, Daiye, et al.
Published: (2025)

Structured Prompt Optimization for Few-Shot Text Classification via Semantic Alignment in Latent Space
by: Zheng, Jiasen, et al.
Published: (2026)