Effective and Efficient Schema-aware Information Extraction Using On-Device Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wen, Zhihao, Liang, Sheng, Wu, Yaxiong, Zhang, Yongyue, Liu, Yong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation
by: Liang, Sheng, et al.
Published: (2025)
by: Liang, Sheng, et al.
Published: (2025)
Schema as Parameterized Tools for Universal Information Extraction
by: Liang, Sheng, et al.
Published: (2025)
by: Liang, Sheng, et al.
Published: (2025)
SGMem: Sentence Graph Memory for Long-Term Conversational Agents
by: Wu, Yaxiong, et al.
Published: (2025)
by: Wu, Yaxiong, et al.
Published: (2025)
Query-Centric Graph Retrieval Augmented Generation
by: Wu, Yaxiong, et al.
Published: (2025)
by: Wu, Yaxiong, et al.
Published: (2025)
MLDocRAG: Multimodal Long-Context Document Retrieval Augmented Generation
by: Zhang, Yongyue, et al.
Published: (2026)
by: Zhang, Yongyue, et al.
Published: (2026)
Distilling Large Language Models for Efficient Clinical Information Extraction
by: Vedula, Karthik S., et al.
Published: (2024)
by: Vedula, Karthik S., et al.
Published: (2024)
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models
by: Otto, Wolfgang, et al.
Published: (2024)
by: Otto, Wolfgang, et al.
Published: (2024)
Learning to Generate Structured Output with Schema Reinforcement Learning
by: Lu, Yaxi, et al.
Published: (2025)
by: Lu, Yaxi, et al.
Published: (2025)
SEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models
by: Liu, Han, et al.
Published: (2026)
by: Liu, Han, et al.
Published: (2026)
Towards Effective and Efficient Continual Pre-training of Large Language Models
by: Chen, Jie, et al.
Published: (2024)
by: Chen, Jie, et al.
Published: (2024)
ConPET: Continual Parameter-Efficient Tuning for Large Language Models
by: Song, Chenyang, et al.
Published: (2023)
by: Song, Chenyang, et al.
Published: (2023)
Aligning Large Language Models for Faithful Integrity Against Opposing Argument
by: Zhao, Yong, et al.
Published: (2025)
by: Zhao, Yong, et al.
Published: (2025)
LoRS: Efficient Low-Rank Adaptation for Sparse Large Language Model
by: Hu, Yuxuan, et al.
Published: (2025)
by: Hu, Yuxuan, et al.
Published: (2025)
NewsScope: Schema-Grounded Cross-Domain News Claim Extraction with Open Models
by: Pandya, Nidhi
Published: (2025)
by: Pandya, Nidhi
Published: (2025)
What Language Models Know But Don't Say: Non-Generative Prior Extraction for Generalization
by: Rezaeimanesh, Sara, et al.
Published: (2026)
by: Rezaeimanesh, Sara, et al.
Published: (2026)
A Multi-Pass Large Language Model Framework for Precise and Efficient Radiology Report Error Detection
by: Kim, Songsoo, et al.
Published: (2025)
by: Kim, Songsoo, et al.
Published: (2025)
VotIE: Information Extraction from Meeting Minutes
by: Evans, José Pedro, et al.
Published: (2026)
by: Evans, José Pedro, et al.
Published: (2026)
Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models
by: Tian, Changxin, et al.
Published: (2025)
by: Tian, Changxin, et al.
Published: (2025)
Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review
by: Peters, Sydney, et al.
Published: (2025)
by: Peters, Sydney, et al.
Published: (2025)
RUQuant: Towards Refining Uniform Quantization for Large Language Models
by: Liu, Han, et al.
Published: (2026)
by: Liu, Han, et al.
Published: (2026)
Automating Clinical Information Retrieval from Finnish Electronic Health Records Using Large Language Models
by: Saukkoriipi, Mikko, et al.
Published: (2026)
by: Saukkoriipi, Mikko, et al.
Published: (2026)
Kastor: Fine-tuned Small Language Models for Shape-based Active Relation Extraction
by: Celian, Ringwald, et al.
Published: (2025)
by: Celian, Ringwald, et al.
Published: (2025)
Precise Length Control in Large Language Models
by: Butcher, Bradley, et al.
Published: (2024)
by: Butcher, Bradley, et al.
Published: (2024)
Large Language Models for Biomedical Article Classification
by: Proboszcz, Jakub, et al.
Published: (2026)
by: Proboszcz, Jakub, et al.
Published: (2026)
SynDocDis: A Metadata-Driven Framework for Generating Synthetic Physician Discussions Using Large Language Models
by: Rubinstein, Beny, et al.
Published: (2026)
by: Rubinstein, Beny, et al.
Published: (2026)
PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing
by: Deng, Cheng, et al.
Published: (2025)
by: Deng, Cheng, et al.
Published: (2025)
Towards Fundamental Language Models: Does Linguistic Competence Scale with Model Size?
by: Collado-Montañez, Jaime, et al.
Published: (2025)
by: Collado-Montañez, Jaime, et al.
Published: (2025)
Strategy Adaptation in Large Language Model Werewolf Agents
by: Nakamori, Fuya, et al.
Published: (2025)
by: Nakamori, Fuya, et al.
Published: (2025)
Socially Responsible Data for Large Multilingual Language Models
by: Smart, Andrew, et al.
Published: (2024)
by: Smart, Andrew, et al.
Published: (2024)
Named Entity Recognition for Address Extraction in Speech-to-Text Transcriptions Using Synthetic Data
by: Lajčinová, Bibiána, et al.
Published: (2024)
by: Lajčinová, Bibiána, et al.
Published: (2024)
CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025)
by: Ashuach, Tomer, et al.
Published: (2025)
Large Language Models for Persian $ \leftrightarrow $ English Idiom Translation
by: Rezaeimanesh, Sara, et al.
Published: (2024)
by: Rezaeimanesh, Sara, et al.
Published: (2024)
Qomhra: A Bilingual Irish and English Large Language Model
by: McInerney, Joseph, et al.
Published: (2025)
by: McInerney, Joseph, et al.
Published: (2025)
Dialect Normalization using Large Language Models and Morphological Rules
by: Dimakis, Antonios, et al.
Published: (2025)
by: Dimakis, Antonios, et al.
Published: (2025)
Towards Human Understanding of Paraphrase Types in Large Language Models
by: Meier, Dominik, et al.
Published: (2024)
by: Meier, Dominik, et al.
Published: (2024)
KyrgyzBERT: A Compact, Efficient Language Model for Kyrgyz NLP
by: Metinov, Adilet, et al.
Published: (2025)
by: Metinov, Adilet, et al.
Published: (2025)
Large Language Models Can Better Understand Knowledge Graphs Than We Thought
by: Dai, Xinbang, et al.
Published: (2024)
by: Dai, Xinbang, et al.
Published: (2024)
A Domain-Based Taxonomy of Jailbreak Vulnerabilities in Large Language Models
by: Peláez-González, Carlos, et al.
Published: (2025)
by: Peláez-González, Carlos, et al.
Published: (2025)
Personality, Role, and Expressive Style in Large Language Models: An Interactionist Analysis
by: Nagao, Moe, et al.
Published: (2026)
by: Nagao, Moe, et al.
Published: (2026)
Controllable Text Generation for Large Language Models: A Survey
by: Liang, Xun, et al.
Published: (2024)
by: Liang, Xun, et al.
Published: (2024)
Similar Items
-
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation
by: Liang, Sheng, et al.
Published: (2025) -
Schema as Parameterized Tools for Universal Information Extraction
by: Liang, Sheng, et al.
Published: (2025) -
SGMem: Sentence Graph Memory for Long-Term Conversational Agents
by: Wu, Yaxiong, et al.
Published: (2025) -
Query-Centric Graph Retrieval Augmented Generation
by: Wu, Yaxiong, et al.
Published: (2025) -
MLDocRAG: Multimodal Long-Context Document Retrieval Augmented Generation
by: Zhang, Yongyue, et al.
Published: (2026)