Steven Derby
9 papers · 2018–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Academic Marathon ยท Sprint
๐
Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
neural language model
(3)
representation learning
(3)
semantic knowledge
(2)
text classification
(2)
semantic similarity
(1)
knowledge base
(1)
semantic representation
(1)
word meaning
(1)
multimodal learning
(1)
distributional semantics
(1)
entity extraction
(1)
deep convolutional neural network
(1)
feature map
(1)
recurrent neural network
(1)
semantic preservation
(1)
language model
(1)
semantic space
(1)
word embedding
(1)
sentence embedding
(1)
language modeling
(1)
Papers
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels
COLING 2024
STA: Self-controlled Text Augmentation for Improving Text Classifications
COLING 2024
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks
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
Feature2Vec: Distributional semantic modelling of human property knowledge
EMNLP 2019
Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model
EMNLP 2018
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge
CoNLL 2018