Papers
16 papers found
Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction
Chen Kim Heng, Shao Wen Tong, Julian Wong Wei Sheng
Document-Level Zero-Shot Relation Extraction with Entity Side Information
Mohan Raj, Lay-Ki Soon, Huey Fang Ong et al.
A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction
Marco Martinelli, Stefano Marchesin, Vanessa Bonato et al.
Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction
Qibin Li, Shengyuan Bai, Nai Zhou et al.
GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning
Wolfgang Otto, Lu Gan, Sharmila Upadhyaya et al.
LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases
Yida Cai, Ranjuexiao Hu, Huiyuan Xie et al.
DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling
Zhixuan Yang, Fu Zhang, Huangming Xu et al.
MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction
Guanglu Sun, Xinyu Liu, Lili Liang et al.
Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework
Haohua Song, Wenhao Gu, Zhijing Li et al.
R1-RE: Cross-Domain Relation Extraction with RLVR
Runpeng Dai, Tong Zheng, Run Yang et al.
ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction
Huangming Xu, Fu Zhang, Zhixuan Yang et al.
Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction
Aunabil Chakma, Mihai Surdeanu, Eduardo Blanco
On the Role of Discriminative Models in Generative Relation Extraction
Guozheng Li, Peng Wang, Zijie Xu et al.
Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction
Vipul Kumar Rathore, Malik Hammad Faisal, Parag Singla et al.
LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs
Paolo Gajo, Domenic Rosati, Hassan Sajjad et al.
A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities
Kailun Lyu, Zehan Li, Fu Zhang et al.