Simon Baker
9 papers · 2014–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π§
Keyword Pioneer
β
The Questioner
π
Trend Setter
Venues
Top co-authors
Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Applications
(4)
Core Methods
(4)
Deep Learning
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Clinical
(1)
Core AI
(1)
Learning Paradigms
(1)
Keywords
text classification
(4)
information retrieval
(2)
semi-supervised learning
(1)
few-shot learning
(1)
curriculum learning
(1)
machine translation
(1)
relation extraction
(1)
conversational ai
(1)
topic modeling
(1)
text generation
(1)
sentence compression
(1)
text summarization
(1)
semantic clustering
(1)
feature engineering
(1)
document embedding
(1)
word embedding
(1)
rule-based system
(1)
negative sampling
(1)
neural model
(1)
matching model
(1)
Papers
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology.
ACL 2024
Dialogue Response Selection with Hierarchical Curriculum Learning
ACL 2021
Few-Shot Table-to-Text Generation with Prototype Memory
EMNLP 2021
Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation
ACL 2021
Non-Autoregressive Text Generation with Pre-trained Language Models
EACL 2021
Enhancing biomedical word embeddings by retrofitting to verb clusters
ACL 2019
Variable Typing: Assigning Meaning to Variables in Mathematical Text
NAACL 2018
Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings
COLING 2016
An Unsupervised Model for Instance Level Subcategorization Acquisition
EMNLP 2014