ELMo

GPTKB entity

Statements (55)

Predicate	Object
gptkbp:instance_of	gptkb:Natural_Language_Processing
gptkbp:applies_to	Text Representation
gptkbp:based_on	Bidirectional LSTM
gptkbp:competes_with	gptkb:BERT gptkb:GPT
gptkbp:developed_by	gptkb:Allen_Institute_for_AI
https://www.w3.org/2000/01/rdf-schema#label	ELMo
gptkbp:improves	Contextualized Word Embeddings
gptkbp:influenced_by	gptkb:neural_networks gptkb:Recurrent_Neural_Networks
gptkbp:introduced_in	gptkb:2018
gptkbp:is_adopted_by	gptkb:Industry Academia
gptkbp:is_based_on	Word Embeddings
gptkbp:is_considered_as	State-of-the-Art Model
gptkbp:is_evaluated_by	gptkb:SQu_AD gptkb:GLUE_Benchmark Accuracy F1 Score Precision Recall Co NLL
gptkbp:is_implemented_in	gptkb:Tensor_Flow gptkb:Py_Torch
gptkbp:is_known_for	Real-time Applications Handling Ambiguity Handling Polysemy Improving NLP Tasks
gptkbp:is_part_of	gptkb:AI_Research Deep Learning Frameworks NLP Toolkit
gptkbp:is_popular_in	gptkb:scientific_community
gptkbp:is_related_to	gptkb:stage_adaptation Language Modeling Attention Mechanism Contextual Embeddings Sequence-to-Sequence Learning
gptkbp:is_supported_by	gptkb:Allen_NLP gptkb:Hugging_Face_Transformers
gptkbp:is_trained_in	Large Text Corpora
gptkbp:is_used_for	gptkb:Biology Text Generation Text Summarization Feature Extraction
gptkbp:is_used_in	gptkb:translator Named Entity Recognition Question Answering Sentiment Analysis
gptkbp:outperforms	Static Word Embeddings
gptkbp:provides	Dynamic Word Representations
gptkbp:training	Supervised Learning Unsupervised Learning
gptkbp:uses	gptkb:Deep_Learning
gptkbp:bfsParent	gptkb:Model
gptkbp:bfsLayer	4