Steven Derby
11 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (17)
π
Conference Polyglot
(5)
π
Academic Marathon
(6)
π
Keyword Champion
(2)
π
Century Club
(11)
ποΈ
Keyword Collector
(51)
Conferences
COLING (4)
EMNLP (3)
CONLL (2)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
neural language model
(4)
representation learning
(3)
word embedding
(3)
text classification
(2)
feature norm
(2)
language model
(2)
semantic knowledge
(2)
word similarity
(2)
vector space model
(2)
distributional semantics
(2)
input embedding
(2)
output embedding
(2)
recurrent neural network
(1)
feature map
(1)
knowledge base
(1)
deep convolutional neural network
(1)
semantic similarity
(1)
semantic representation
(1)
sentence embedding
(1)
word meaning
(1)
Papers
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels
COLING 2024
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks
COLING 2024
STA: Self-controlled Text Augmentation for Improving Text Classifications
COLING 2024
Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models
NAACL 2021
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models
CONLL 2020
Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks
COLING 2020
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models
EMNLP 2020
Feature2Vec: Distributional semantic modelling of human property knowledge
EMNLP 2019
Feature2Vec: Distributional semantic modelling of human property knowledge
IJCNLP 2019
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge
CONLL 2018
Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model
EMNLP 2018