TWIX: a Two-Stage Approach for End-To-End Named Entity Recognition and Relation Extraction

arXiv:2609.00832 · cs.CL · Submitted 2026-09-01 · Read on arXiv

cs.CL

Submitted: 2026-09-01

Updated: 2026-09-01

Code: https://github.com/MMartinelli-hub/GBIE26_TWIX

Terminology

Transformer — 41× in this paper · explained in 2 episodes
Relation Extraction — 19× in this paper
Named Entity Recognition — 14× in this paper
Fine-Tuning — 13× in this paper · explained in 5 episodes
Association for Computational Linguistics — 12× in this paper
Information Extraction — 6× in this paper
Named Entity Recognition and Disambiguation — 4× in this paper
Transformer Models — 4× in this paper · explained in 2 episodes
Two-stage training — 4× in this paper · explained in 2 episodes
Benchmark — 3× in this paper · explained in 2 episodes
Named Entity Linking — 3× in this paper
Term Extraction — 3× in this paper
AdamW Optimizer — 2× in this paper · explained in 1 episode
Embeddings — 2× in this paper · explained in 2 episodes
Named Entity Recognition (NER) — 2× in this paper · explained in 2 episodes
Ontology — 2× in this paper · explained in 2 episodes
Unified Framework — 2× in this paper · explained in 5 episodes
Contrastive Learning — 1× in this paper · explained in 5 episodes
Extract First Classify Later — 1× in this paper
F1 Score — 1× in this paper · explained in 3 episodes
Generalization — 1× in this paper · explained in 13 episodes
Generative AI — 1× in this paper · explained in 2 episodes
Large Language Model — 1× in this paper
Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
Regularization — 1× in this paper · explained in 3 episodes
Term Classification — 1× in this paper
Two-Stage Framework — 1× in this paper · explained in 2 episodes

TWIX: a Two-Stage Approach for End-To-End Named Entity Recognition and Relation Extraction

Terminology

Sources

Related papers