Damian Pascual
7 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (15) 🌱 Topic Pioneer
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Keyword Champion
(2)
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Research topics
Deep Learning
(6)
Machine Learning
(5)
Architectures
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Core AI
(2)
Generation
(2)
Learning Types
(2)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
transformer model
(2)
gradient attribution
(2)
model quantization
(1)
representation learning
(1)
embedding space
(1)
attention mechanism
(1)
topic modeling
(1)
natural language understanding
(1)
contextual representation
(1)
model interpretability
(1)
error detection
(1)
probability distribution
(1)
classification error
(1)
semantic similarity
(1)
language model
(1)
parameter efficiency
(1)
conversational agent
(1)
attention weight
(1)
contextual embedding
(1)
decoding method
(1)
Papers
An Active Learning Pipeline for NLU Error Detection in Conversational Agents
ACL 2023
pNLP-Mixer: an Efficient all-MLP Architecture for Language
ACL 2023
On Isotropy Calibration of Transformer Models
ACL 2022
A Plug-and-Play Method for Controlled Text Generation
EMNLP 2021
Telling BERT’s Full Story: from Local Attention to Global Aggregation
EACL 2021
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities
NAACL 2021
On Identifiability in Transformers
ICLR 2020