Kyle Swanson
5 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Optimization
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Keywords
natural language processing
(1)
text classification
(1)
feature selection
(1)
optimal transport
(1)
mental health analysis
(1)
program synthesis
(1)
monte carlo tree search
(1)
text matching
(1)
sinkhorn algorithm
(1)
generative model
(1)
molecular design
(1)
property prediction
(1)
dual encoder
(1)
production system
(1)
rejection sampling
(1)
dialogue system
(1)
retrieval-based chatbot
(1)
keyphrase extraction
(1)
conversation modeling
(1)
toxicity prediction
(1)
Papers
UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels
NeurIPS 2024
Monte Carlo Tree Search for Interpreting Stress in Natural Language
ACL 2022
Improving Molecular Design by Stochastic Iterative Target Augmentation
ICML 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport
ACL 2020
Building a Production Model for Retrieval-Based Chatbots
ACL 2019