Kyle Swanson
5 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ACL (3)
ICML (1)
NIPS (1)
Top co-authors
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)
conversation modeling
(1)
toxicity prediction
(1)
stress detection
(1)
Papers
UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels
NIPS 2024
Monte Carlo Tree Search for Interpreting Stress in Natural Language
ACL 2022
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport
ACL 2020
Improving Molecular Design by Stochastic Iterative Target Augmentation
ICML 2020
Building a Production Model for Retrieval-Based Chatbots
ACL 2019