Guillermo Cecchi
14 papers · 2012–2024 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Trend Setter
π
Conference Pioneer
π
Renaissance Researcher
(8)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(72)
Top co-authors
Research topics
Machine Learning
(11)
Core Methods
(10)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Learning Types
(5)
Applications Β· Natural Language Processing
(4)
Core AI
(4)
Mathematics & Optimization
(3)
Data Science & Analytics
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Reinforcement Learning
(2)
Applications Β· Data Science & Analytics
(2)
Architectures
(2)
Clinical
(2)
Keywords
mutual information
(3)
relation extraction
(2)
locality sensitive hashing
(2)
kernel methods
(2)
reinforcement learning
(2)
online learning
(2)
mental health
(2)
recommender system
(2)
multi-agent system
(2)
hashcode representation
(2)
schizophrenia detection
(2)
speech analysis
(2)
kl divergence
(1)
structure learning
(1)
decision making
(1)
variable selection
(1)
deep reinforcement learning
(1)
text classification
(1)
feature representation
(1)
sentiment analysis
(1)
Papers
Towards Healthy AI: Large Language Models Need Therapists Too
NAACL 2024
Working Alliance Transformer for Psychotherapy Dialogue Classification
NAACL 2024
Information theoretic clustering via divergence maximization among clusters
UAI 2023
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning
IJCAI 2023
Modeling Dialogues with Hashcode Representations: A Nonparametric Approach
AAAI 2020
A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia
Interspeech 2019
Kernelized Hashcode Representations for Relation Extraction
AAAI 2019
Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction
EMNLP 2019
Split Q Learning: Reinforcement Learning with Two-Stream Rewards
IJCAI 2019
Detection of Amyotrophic Lateral Sclerosis (ALS) via Acoustic Analysis
Interspeech 2018
Context Attentive Bandits: Contextual Bandit with Restricted Context
IJCAI 2017
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World
IJCAI 2017
Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia
EMNLP 2017
Variable Selection for Gaussian Graphical Models
AISTATS 2012