Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device
Fuente:
arXiv
Saved in:
| Main Authors: | Lee, Juntae, Bang, Jihwan, Yang, Seunghan, Shim, Kyuhong, Chang, Simyung |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference
by: Bang, Jihwan, et al.
Published: (2024)
by: Bang, Jihwan, et al.
Published: (2024)
Feedback Adaptation for Retrieval-Augmented Generation
by: Bang, Jihwan, et al.
Published: (2026)
by: Bang, Jihwan, et al.
Published: (2026)
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM
by: Lee, Juntae, et al.
Published: (2025)
by: Lee, Juntae, et al.
Published: (2025)
Unlocking Transfer Learning for Open-World Few-Shot Recognition
by: Kim, Byeonggeun, et al.
Published: (2024)
by: Kim, Byeonggeun, et al.
Published: (2024)
Learning Contextual Retrieval for Robust Conversational Search
by: Yang, Seunghan, et al.
Published: (2025)
by: Yang, Seunghan, et al.
Published: (2025)
Think Straight, Stop Smart: Structured Reasoning for Efficient Multi-Hop RAG
by: Bang, Jihwan, et al.
Published: (2025)
by: Bang, Jihwan, et al.
Published: (2025)
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models
by: Kim, Donghoon, et al.
Published: (2024)
by: Kim, Donghoon, et al.
Published: (2024)
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models
by: Kim, Donghoon, et al.
Published: (2025)
by: Kim, Donghoon, et al.
Published: (2025)
Unlocking Fine-Grained and Within-Utterance Speaking Style Control in Prompt-Based Text-to-Speech Models
by: Kang, Jaehoon, et al.
Published: (2026)
by: Kang, Jaehoon, et al.
Published: (2026)
WAND: Windowed Attention and Knowledge Distillation for Efficient Autoregressive Text-to-Speech Models
by: Lee, Hanna, et al.
Published: (2026)
by: Lee, Hanna, et al.
Published: (2026)
InfiniPot: Infinite Context Processing on Memory-Constrained LLMs
by: Kim, Minsoo, et al.
Published: (2024)
by: Kim, Minsoo, et al.
Published: (2024)
RAFT: Adapting Language Model to Domain Specific RAG
by: Zhang, Tianjun, et al.
Published: (2024)
by: Zhang, Tianjun, et al.
Published: (2024)
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP
by: Kim, Eunji, et al.
Published: (2024)
by: Kim, Eunji, et al.
Published: (2024)
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models
by: An, Bang, et al.
Published: (2025)
by: An, Bang, et al.
Published: (2025)
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
by: Li, Feiyang, et al.
Published: (2025)
by: Li, Feiyang, et al.
Published: (2025)
ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback
by: Yun, Taewon, et al.
Published: (2025)
by: Yun, Taewon, et al.
Published: (2025)
Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring
by: Cai, Yida, et al.
Published: (2025)
by: Cai, Yida, et al.
Published: (2025)
Domain-Specific Data Generation Framework for RAG Adaptation
by: Tian, Chris Xing, et al.
Published: (2025)
by: Tian, Chris Xing, et al.
Published: (2025)
Penrose Tiled Low-Rank Compression and Section-Wise Q&A Fine-Tuning: A General Framework for Domain-Specific Large Language Model Adaptation
by: Kuo, Chuan-Wei, et al.
Published: (2025)
by: Kuo, Chuan-Wei, et al.
Published: (2025)
Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought
by: Lee, Jooyoung, et al.
Published: (2024)
by: Lee, Jooyoung, et al.
Published: (2024)
The Rosetta Paradox: Domain-Specific Performance Inversions in Large Language Models
by: Jha, Basab, et al.
Published: (2024)
by: Jha, Basab, et al.
Published: (2024)
PharmaGPT: Domain-Specific Large Language Models for Bio-Pharmaceutical and Chemistry
by: Chen, Linqing, et al.
Published: (2024)
by: Chen, Linqing, et al.
Published: (2024)
DSG-KD: Knowledge Distillation from Domain-Specific to General Language Models
by: Cho, Sangyeon, et al.
Published: (2024)
by: Cho, Sangyeon, et al.
Published: (2024)
RAGalyst: Automated Human-Aligned Agentic Evaluation for Domain-Specific RAG
by: Gao, Joshua, et al.
Published: (2025)
by: Gao, Joshua, et al.
Published: (2025)
Revealing Multi-View Hallucination in Large Vision-Language Models
by: Park, Wooje, et al.
Published: (2026)
by: Park, Wooje, et al.
Published: (2026)
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation
by: Opoku, David Osei, et al.
Published: (2025)
by: Opoku, David Osei, et al.
Published: (2025)
Chain of Empathy: Enhancing Empathetic Response of Large Language Models Based on Psychotherapy Models
by: Lee, Yoon Kyung, et al.
Published: (2023)
by: Lee, Yoon Kyung, et al.
Published: (2023)
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said
by: Bang, Yejin, et al.
Published: (2024)
by: Bang, Yejin, et al.
Published: (2024)
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior
by: Yang, Junyao, et al.
Published: (2025)
by: Yang, Junyao, et al.
Published: (2025)
FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices
by: Gao, Zhidong, et al.
Published: (2024)
by: Gao, Zhidong, et al.
Published: (2024)
Cross-Domain Content Generation with Domain-Specific Small Language Models
by: Maloo, Ankit, et al.
Published: (2024)
by: Maloo, Ankit, et al.
Published: (2024)
Dynin-Omni: Omnimodal Unified Large Diffusion Language Model
by: Kim, Jaeik, et al.
Published: (2026)
by: Kim, Jaeik, et al.
Published: (2026)
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning
by: Chang, Wen-Yu, et al.
Published: (2024)
by: Chang, Wen-Yu, et al.
Published: (2024)
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
by: Sun, Jiashuo, et al.
Published: (2023)
by: Sun, Jiashuo, et al.
Published: (2023)
VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples
by: Sun, Qixin, et al.
Published: (2025)
by: Sun, Qixin, et al.
Published: (2025)
Large Language Models as Planning Domain Generators
by: Oswald, James, et al.
Published: (2024)
by: Oswald, James, et al.
Published: (2024)
SynapticRAG: Enhancing Temporal Memory Retrieval in Large Language Models through Synaptic Mechanisms
by: Hou, Yuki, et al.
Published: (2024)
by: Hou, Yuki, et al.
Published: (2024)
Building Domain-Specific Small Language Models via Guided Data Generation
by: Kumar, Aman, et al.
Published: (2025)
by: Kumar, Aman, et al.
Published: (2025)
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
by: Liu, An, et al.
Published: (2024)
by: Liu, An, et al.
Published: (2024)
Applying Large Language Models and Chain-of-Thought for Automatic Scoring
by: Lee, Gyeong-Geon, et al.
Published: (2023)
by: Lee, Gyeong-Geon, et al.
Published: (2023)
Similar Items
-
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference
by: Bang, Jihwan, et al.
Published: (2024) -
Feedback Adaptation for Retrieval-Augmented Generation
by: Bang, Jihwan, et al.
Published: (2026) -
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM
by: Lee, Juntae, et al.
Published: (2025) -
Unlocking Transfer Learning for Open-World Few-Shot Recognition
by: Kim, Byeonggeun, et al.
Published: (2024) -
Learning Contextual Retrieval for Robust Conversational Search
by: Yang, Seunghan, et al.
Published: (2025)