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2023
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Learning "O" Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Hero-Gang Neural Model For Named Entity Recognition

DABERT: Dual Attention Enhanced BERT for Semantic Matching

Nested Named Entity Recognition with Span-level Graphs

Representation iterative fusion based on heterogeneous graph neural network for joint entity and relation extraction

论文阅读:Enrel

Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents

代码阅读《Text-to-Table: A New Way of Information Extraction

LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding

BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents

Automated pipeline for superalloy data by text mining

Graph Convolution for Multimodal Information Extraction from Visually Rich Documents

Automated knowledge extraction from polymer literature using natural language processing
