Structure-Aware Decoding Mechanisms for Complex Entity Extraction with Large-Scale Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Qiu, Zhimin, Wu, Di, Liu, Feng, Wang, Yuxiao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Structural Priors and Modular Adapters in the Composable Fine-Tuning Algorithm of Large-Scale Models
by: Wang, Yuxiao, et al.
Published: (2025)
by: Wang, Yuxiao, et al.
Published: (2025)
AutoRE: Document-Level Relation Extraction with Large Language Models
by: Xue, Lilong, et al.
Published: (2024)
by: Xue, Lilong, et al.
Published: (2024)
Entropy-Based Decoding for Retrieval-Augmented Large Language Models
by: Qiu, Zexuan, et al.
Published: (2024)
by: Qiu, Zexuan, et al.
Published: (2024)
GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction
by: Zhao, Jie, et al.
Published: (2025)
by: Zhao, Jie, et al.
Published: (2025)
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
by: Xu, Derong, et al.
Published: (2024)
by: Xu, Derong, et al.
Published: (2024)
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction
by: Cheng, Jian, et al.
Published: (2021)
by: Cheng, Jian, et al.
Published: (2021)
Supply Chain Network Extraction and Entity Classification Leveraging Large Language Models
by: Liu, Tong, et al.
Published: (2024)
by: Liu, Tong, et al.
Published: (2024)
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
by: Lu, Jinghui, et al.
Published: (2024)
by: Lu, Jinghui, et al.
Published: (2024)
Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction
by: Wang, Xiaokai, et al.
Published: (2025)
by: Wang, Xiaokai, et al.
Published: (2025)
Mitigating Entity-Level Hallucination in Large Language Models
by: Su, Weihang, et al.
Published: (2024)
by: Su, Weihang, et al.
Published: (2024)
Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness
by: Xu, Lingnan, et al.
Published: (2025)
by: Xu, Lingnan, et al.
Published: (2025)
Entity Extraction from High-Level Corruption Schemes via Large Language Models
by: Koletsis, Panagiotis, et al.
Published: (2024)
by: Koletsis, Panagiotis, et al.
Published: (2024)
Transparent AI for Mathematics: Transformer-Based Large Language Models for Mathematical Entity Relationship Extraction with XAI
by: Aurpa, Tanjim Taharat
Published: (2026)
by: Aurpa, Tanjim Taharat
Published: (2026)
Learning to Extract Structured Entities Using Language Models
by: Wu, Haolun, et al.
Published: (2024)
by: Wu, Haolun, et al.
Published: (2024)
Large Language Models for Judicial Entity Extraction: A Comparative Study
by: Hussain, Atin Sakkeer, et al.
Published: (2024)
by: Hussain, Atin Sakkeer, et al.
Published: (2024)
Understanding 6G through Language Models: A Case Study on LLM-aided Structured Entity Extraction in Telecom Domain
by: Yuan, Ye, et al.
Published: (2025)
by: Yuan, Ye, et al.
Published: (2025)
Defending Large Language Models Against Jailbreak Attacks via In-Decoding Safety-Awareness Probing
by: Zhao, Yinzhi, et al.
Published: (2026)
by: Zhao, Yinzhi, et al.
Published: (2026)
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction
by: Chanthran, Mohan Raj, et al.
Published: (2024)
by: Chanthran, Mohan Raj, et al.
Published: (2024)
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis
by: Ma, Weitao, et al.
Published: (2024)
by: Ma, Weitao, et al.
Published: (2024)
The Joint Entity-Relation Extraction Model Based on Span and Interactive Fusion Representation for Chinese Medical Texts with Complex Semantics
by: Feng, Danni, et al.
Published: (2025)
by: Feng, Danni, et al.
Published: (2025)
Relay Decoding: Concatenating Large Language Models for Machine Translation
by: Fu, Chengpeng, et al.
Published: (2024)
by: Fu, Chengpeng, et al.
Published: (2024)
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble Learning
by: Romero, Pablo, et al.
Published: (2024)
by: Romero, Pablo, et al.
Published: (2024)
Entity Disambiguation via Fusion Entity Decoding
by: Wang, Junxiong, et al.
Published: (2024)
by: Wang, Junxiong, et al.
Published: (2024)
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models
by: Cohen, Ido, et al.
Published: (2024)
by: Cohen, Ido, et al.
Published: (2024)
ART: Attention Run-time Termination for Efficient Large Language Model Decoding
by: Qiu, Chen, et al.
Published: (2026)
by: Qiu, Chen, et al.
Published: (2026)
Steering Multimodal Large Language Models Decoding for Context-Aware Safety
by: Liu, Zheyuan, et al.
Published: (2025)
by: Liu, Zheyuan, et al.
Published: (2025)
AdaSpec: Adaptive Speculative Decoding for Fast, SLO-Aware Large Language Model Serving
by: Huang, Kaiyu, et al.
Published: (2025)
by: Huang, Kaiyu, et al.
Published: (2025)
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models
by: Xie, Tingyu, et al.
Published: (2023)
by: Xie, Tingyu, et al.
Published: (2023)
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
by: Guo, YiQiu, et al.
Published: (2025)
by: Guo, YiQiu, et al.
Published: (2025)
CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit
by: Wang, Kangyu, et al.
Published: (2025)
by: Wang, Kangyu, et al.
Published: (2025)
Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs
by: Du, Junliang, et al.
Published: (2024)
by: Du, Junliang, et al.
Published: (2024)
Encoder-Decoder or Decoder-Only? Revisiting Encoder-Decoder Large Language Model
by: Zhang, Biao, et al.
Published: (2025)
by: Zhang, Biao, et al.
Published: (2025)
Privacy-Aware Decoding: Mitigating Privacy Leakage of Large Language Models in Retrieval-Augmented Generation
by: Wang, Haoran, et al.
Published: (2025)
by: Wang, Haoran, et al.
Published: (2025)
Assessment of Generative Named Entity Recognition in the Era of Large Language Models
by: Zhan, Qi, et al.
Published: (2026)
by: Zhan, Qi, et al.
Published: (2026)
Hypertext Entity Extraction in Webpage
by: Yang, Yifei, et al.
Published: (2024)
by: Yang, Yifei, et al.
Published: (2024)
Parallel Decoding via Hidden Transfer for Lossless Large Language Model Acceleration
by: Wu, Pengfei, et al.
Published: (2024)
by: Wu, Pengfei, et al.
Published: (2024)
Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences
by: Wang, Xin, et al.
Published: (2024)
by: Wang, Xin, et al.
Published: (2024)
Event Extraction in Large Language Model
by: Li, Bobo, et al.
Published: (2025)
by: Li, Bobo, et al.
Published: (2025)
Structured Reasoning for Large Language Models
by: Han, Jinyi, et al.
Published: (2026)
by: Han, Jinyi, et al.
Published: (2026)
Plato: Plan to Efficiently Decode for Large Language Model Inference
by: Jin, Shuowei, et al.
Published: (2024)
by: Jin, Shuowei, et al.
Published: (2024)
Similar Items
-
Structural Priors and Modular Adapters in the Composable Fine-Tuning Algorithm of Large-Scale Models
by: Wang, Yuxiao, et al.
Published: (2025) -
AutoRE: Document-Level Relation Extraction with Large Language Models
by: Xue, Lilong, et al.
Published: (2024) -
Entropy-Based Decoding for Retrieval-Augmented Large Language Models
by: Qiu, Zexuan, et al.
Published: (2024) -
GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction
by: Zhao, Jie, et al.
Published: (2025) -
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
by: Xu, Derong, et al.
Published: (2024)