Cover Image

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zaratiana, Urchade, Pasternak, Gil, Boyd, Oliver, Hurn-Maloney, George, Lewis, Ash
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GLiNER2-PII: A Multilingual Model for Personally Identifiable Information Extraction
by: Zaratiana, Urchade, et al.
Published: (2026)

GLiGuard: Schema-Conditioned Classification for LLM Safeguard
by: Zaratiana, Urchade, et al.
Published: (2026)

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks
by: Stepanov, Ihor, et al.
Published: (2024)

Pioneer Agent: Continual Improvement of Small Language Models in Production
by: Atreja, Dhruv, et al.
Published: (2026)

The Million-Label NER: Breaking Scale Barriers with GLiNER bi-encoder
by: Stepanov, Ihor, et al.
Published: (2026)

GLiNER-Relex: A Unified Framework for Joint Named Entity Recognition and Relation Extraction
by: Stepanov, Ihor, et al.
Published: (2026)

An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction
by: Zaratiana, Urchade, et al.
Published: (2024)

GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition
by: Yazdani, Anthony, et al.
Published: (2025)

EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction
by: Zaratiana, Urchade, et al.
Published: (2024)

GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction
by: Zaratiana, Urchade, et al.
Published: (2024)

Beyond Reactivity: Measuring Proactive Problem Solving in LLM Agents
by: Pasternak, Gil, et al.
Published: (2025)

Correcting Stochastic Update Bias in Preconditioned Language Model Optimizers
by: Nayak, Nikhil, et al.
Published: (2026)

GLiNER Guard: Unified Encoder Family for Production LLM Safety and Privacy
by: Minko, Bogdan, et al.
Published: (2026)

Enhancing Biomedical Named Entity Recognition using GLiNER-BioMed with Targeted Dictionary-Based Post-processing for BioASQ 2025 task 6
by: Mehta, Ritesh
Published: (2025)

GLiREL -- Generalist Model for Zero-Shot Relation Extraction
by: Boylan, Jack, et al.
Published: (2025)

GLiClass: Generalist Lightweight Model for Sequence Classification Tasks
by: Stepanov, Ihor, et al.
Published: (2025)

Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER
by: Zhu, Junyi, et al.
Published: (2025)

Retrieval-Augmented Large Language Models for Schema-Constrained Clinical Information Extraction
by: Karim, A H M Rezaul, et al.
Published: (2026)

Schema-Aware Multi-Task Learning for Complex Text-to-SQL
by: Wu, Yangjun, et al.
Published: (2024)

Schema-Driven Information Extraction from Heterogeneous Tables
by: Bai, Fan, et al.
Published: (2023)

SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema
by: Fang, Yushen, et al.
Published: (2025)

WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task
by: Jarrar, Mustafa, et al.
Published: (2024)

Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs
by: Shiri, Fatemeh, et al.
Published: (2024)

IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus
by: Gui, Honghao, et al.
Published: (2024)

WikiNER-fr-gold: A Gold-Standard NER Corpus
by: Cao, Danrun, et al.
Published: (2024)

2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion
by: Wang, Dongsheng, et al.
Published: (2024)

TASER: Table Agents for Schema-guided Extraction and Recommendation
by: Cho, Nicole, et al.
Published: (2025)

GLiDRE: Generalist Lightweight model for Document-level Relation Extraction
by: Armingaud, Robin, et al.
Published: (2025)

Schema Lineage Extraction at Scale: Multilingual Pipelines, Composite Evaluation, and Language-Model Benchmarks
by: Yin, Jiaqi, et al.
Published: (2025)

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases
by: Safdarian, AmirHossein, et al.
Published: (2025)

NER- RoBERTa: Fine-Tuning RoBERTa for Named Entity Recognition (NER) within low-resource languages
by: Abdullah, Abdulhady Abas, et al.
Published: (2024)

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
by: Luo, Yujie, et al.
Published: (2024)

QueryNER: Segmentation of E-commerce Queries
by: Palen-Michel, Chester, et al.
Published: (2024)

Diagnosing Representation Dynamics in NER Model Extension
by: Zhang, Xirui, et al.
Published: (2025)

OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets
by: Panahi, Maziyar
Published: (2025)

Schema for In-Context Learning
by: Chen, Pan, et al.
Published: (2025)

The Convergence of Schema-Guided Dialogue Systems and the Model Context Protocol
by: Schlapbach, Andreas
Published: (2026)

DDL2PropBank Agent: Benchmarking Multi-Agent Frameworks' Developer Experience Through a Novel Relational Schema Mapping Task
by: Ahmed, Shafiuddin Rehan, et al.
Published: (2026)

Low-Resource Fine-Tuning for Multi-Task Structured Information Extraction with a Billion-Parameter Instruction-Tuned Model
by: Chih, Yu Cheng, et al.
Published: (2025)

On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction
by: Wang, Jianwei, et al.
Published: (2024)