Guillermo Cecchi
15 papers · 2012–2024 · 8 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (12)
🧭
Keyword Pioneer
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(8)
🧬
Topic Evolution
🗃️
Keyword Collector
(74)
🚀
Conference Pioneer
📈
Trend Setter
💎
Century Club
(15)
⚡
Prolific Year
(5)
Conferences
IJCAI (4)
AAAI (2)
EMNLP (2)
INTERSPEECH (2)
NAACL (2)
AISTATS (1)
IJCNLP (1)
UAI (1)
Top co-authors
Keywords
mutual information
(3)
relation extraction
(3)
hashcode representation
(3)
kernel methods
(3)
recommender system
(2)
online learning
(2)
unsupervised learning
(2)
mental health
(2)
multi-agent system
(2)
reinforcement learning
(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
Working Alliance Transformer for Psychotherapy Dialogue Classification
NAACL 2024
Towards Healthy AI: Large Language Models Need Therapists Too
NAACL 2024
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning
IJCAI 2023
Information theoretic clustering via divergence maximization among clusters
UAI 2023
Modeling Dialogues with Hashcode Representations: A Nonparametric Approach
AAAI 2020
Split Q Learning: Reinforcement Learning with Two-Stream Rewards
IJCAI 2019
Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction
EMNLP 2019
Kernelized Hashcode Representations for Relation Extraction
AAAI 2019
Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction
IJCNLP 2019
A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia
INTERSPEECH 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