Michael Baeriswyl
5 papers · 2018–2018 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Generation
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
sentence embedding
(2)
natural language understanding
(2)
active learning
(1)
reinforcement learning
(1)
transfer learning
(1)
chatbot training
(1)
semantic parsing
(1)
policy learning
(1)
intent classification
(1)
spoken language understanding
(1)
data selection
(1)
submodular function
(1)
dialog management
(1)
goal-oriented dialogue
(1)
dialogue system
(1)
keyphrase extraction
(1)
semantic diversity
(1)
natural language interface
(1)
multilingual classification
(1)
sql query generation
(1)
Papers
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media
CoNLL 2018
Embedding Individual Table Columns for Resilient SQL Chatbots
EMNLP 2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning
IJCAI 2018
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
CoNLL 2018
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings
IJCAI 2018