Damian Pascual
7 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π±
Topic Pioneer
π
Trend Setter
Conferences
ACL (3)
EACL (1)
EMNLP (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
transformer model
(2)
transformer architecture
(1)
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)
decoding method
(1)
controlled text generation
(1)
gradient attribution
(1)
Papers
pNLP-Mixer: an Efficient all-MLP Architecture for Language
ACL 2023
An Active Learning Pipeline for NLU Error Detection in Conversational Agents
ACL 2023
On Isotropy Calibration of Transformer Models
ACL 2022
Telling BERTβs Full Story: from Local Attention to Global Aggregation
EACL 2021
A Plug-and-Play Method for Controlled Text Generation
EMNLP 2021
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities
NAACL 2021
On Identifiability in Transformers
ICLR 2020