Ramón Astudillo
8 papers · 2016–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (31) 🌍 Conference Polyglot · Silver
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Keyword Pioneer
🗃️
Keyword Collector
(54)
🚀
Conference Pioneer
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Architectures
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Core AI
(2)
Understanding
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Speech & Audio
(1)
Application Areas
(1)
Keywords
semantic parsing
(3)
amr parsing
(2)
graph representation
(2)
abstract meaning representation
(2)
knowledge distillation
(1)
natural language inference
(1)
transfer learning
(1)
ensemble method
(1)
attention mechanism
(1)
multi-label classification
(1)
document parsing
(1)
coreference resolution
(1)
speech recognition
(1)
semantic representation
(1)
synthetic data generation
(1)
in-context learning
(1)
instruction tuning
(1)
model alignment
(1)
preference learning
(1)
semi-supervised learning
(1)
Papers
A Grounded Preference Model for LLM Alignment
ACL 2024
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs
EMNLP 2023
DocAMR: Multi-Sentence AMR Representation and Evaluation
NAACL 2022
Inducing and Using Alignments for Transition-based AMR Parsing
NAACL 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing
NAACL 2022
Semi-Supervised Sequence-to-Sequence ASR Using Unpaired Speech and Text
Interspeech 2019
Exploiting Phone Log-Likelihood Ratio Features for the Detection of the Native Language of Non-Native English Speakers
Interspeech 2016
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification
ICML 2016