David Vilares
36 papers · 2014–2026 · 10 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (47) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(31)
🧬
Topic Evolution
🔬
Deep Specialist
(19)
🌈
Renaissance Researcher
(6)
🔥
Unstoppable · Silver
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
📈
Trend Setter
🗃️
Keyword Collector
(113)
Venues
Top co-authors
Research topics
Natural Language Processing
(22)
Machine Learning
(20)
Understanding
(20)
Deep Learning
(13)
Core Methods
(12)
Artificial Intelligence
(8)
Applications
(7)
Learning Types · Machine Learning
(7)
Learning Types · Deep Learning
(7)
Architectures
(6)
Core AI
(4)
Learning Paradigms
(3)
Resources & Methods
(3)
Computer Science
(2)
Interdisciplinary
(2)
Keywords
dependency parsing
(14)
sequence labeling
(13)
syntactic parsing
(6)
pre-trained language model
(4)
constituent parsing
(4)
constituency parsing
(4)
transition-based parsing
(3)
named entity recognition
(3)
low-resource language
(3)
multi-task learning
(3)
part-of-speech tagging
(3)
neural parser
(2)
tree structure
(2)
semantic dependency parsing
(2)
transformer encoder
(2)
graph-based parsing
(2)
representation learning
(2)
sentiment analysis
(2)
sequence tagging
(2)
structured prediction
(2)
Papers
Bringing Emerging Architectures to Sequence Labeling in NLP
EACL 2026
Hierarchical Bracketing Encodings for Dependency Parsing as Tagging
ACL 2025
Hierarchical Bracketing Encodings Work for Dependency Graphs
EMNLP 2025
Nested Named Entity Recognition as Single-Pass Sequence Labeling
EMNLP 2025
BERTbek: A Pretrained Language Model for Uzbek
COLING 2024
Dependency Graph Parsing as Sequence Labeling
EMNLP 2024
From Partial to Strictly Incremental Constituent Parsing
EACL 2024
LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing
SemEval 2024
4 and 7-bit Labeling for Projective and Non-Projective Dependency Trees
EMNLP 2023
Another Dead End for Morphological Tags? Perturbed Inputs and Parsing
ACL 2023
Assessment of Pre-Trained Models Across Languages and Grammars
IJCNLP 2023
On the Challenges of Fully Incremental Neural Dependency Parsing
IJCNLP 2023
Cross-lingual Inflection as a Data Augmentation Method for Parsing
ACL 2022
LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing
SemEval 2022
Parsing linearizations appreciate PoS tags - but some are fussy about errors
AACL 2022
The Fragility of Multi-Treebank Parsing Evaluation
COLING 2022
On the logistical difficulties and findings of Jopara Sentiment Analysis
NAACL 2021
A Unifying Theory of Transition-based and Sequence Labeling Parsing
COLING 2020
Bracketing Encodings for 2-Planar Dependency Parsing
COLING 2020
Discontinuous Constituent Parsing as Sequence Labeling
EMNLP 2020
Parsing as Pretraining
AAAI 2020
Better, Faster, Stronger Sequence Tagging Constituent Parsers
NAACL 2019
Harry Potter and the Action Prediction Challenge from Natural Language
NAACL 2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning
ACL 2019
Sequence Labeling Parsing by Learning across Representations
ACL 2019
Towards Making a Dependency Parser See
EMNLP 2019
Viable Dependency Parsing as Sequence Labeling
NAACL 2019
A Transition-Based Algorithm for Unrestricted AMR Parsing
NAACL 2018
Constituent Parsing as Sequence Labeling
EMNLP 2018
Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter
NAACL 2018
Transition-based Parsing with Lighter Feed-Forward Networks
EMNLP 2018
A non-projective greedy dependency parser with bidirectional LSTMs
CoNLL 2017
Detecting Perspectives in Political Debates
EMNLP 2017
LyS at SemEval-2016 Task 4: Exploiting Neural Activation Values for Twitter Sentiment Classification and Quantification
SemEval 2016
One model, two languages: training bilingual parsers with harmonized treebanks
ACL 2016
LyS: Porting a Twitter Sentiment Analysis Approach from Spanish to English
SemEval 2014