Entity Typing

16 papers with code · Natural Language Processing

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EntEval: A Holistic Evaluation Benchmark for Entity Representations

IJCNLP 2019 ZeweiChu/EntEval

Rich entity representations are useful for a wide class of problems involving entities.

ENTITY DISAMBIGUATION ENTITY TYPING

Learning to Denoise Distantly-Labeled Data for Entity Typing

NAACL 2019 yasumasaonoe/DenoiseET

In this work, we propose a two-stage procedure for handling this type of data: denoise it with a learned model, then train our final model on clean and denoised distant data with standard supervised training.

DENOISING ENTITY TYPING

Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds

SEMEVAL 2018 sheng-z/figet

Fine-grained entity typing is the task of assigning fine-grained semantic types to entity mentions.

ENTITY TYPING

A Primal Dual Formulation For Deep Learning With Constraints

NeurIPS 2019 dair-iitd/dl-with-constraints

In this paper, we present a constrained optimization formulation for training a deep network with a given set of hard constraints on output labels.

ENTITY TYPING NAMED ENTITY RECOGNITION SEMANTIC ROLE LABELING

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing

EMNLP 2018 yyaghoobzadeh/MVET

For representation, we consider representations based on the context distribution of the entity (i. e., on its embedding), on the entity's name (i. e., on its surface form) and on its description in Wikipedia.

ENTITY TYPING MULTIVIEW LEARNING MULTI-VIEW LEARNING