Timothy Dozat
6 papers · 2017–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(6)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Understanding
(3)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Architectures
(2)
Core Methods
(2)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Applications · Computer Science
(1)
Domain-Specific
(1)
Keywords
document understanding
(2)
information extraction
(2)
universal dependencies
(2)
dependency parsing
(1)
semantic matching
(1)
long short-term memory
(1)
syntactic parsing
(1)
graph convolution
(1)
part-of-speech tagging
(1)
graph structure
(1)
self-supervised pretraining
(1)
semantic similarity
(1)
multimodal learning
(1)
language model
(1)
text generation
(1)
evaluation metric
(1)
sequence modeling
(1)
graph contrastive learning
(1)
structural encoding
(1)
representation learning
(1)
Papers
Dialect-robust Evaluation of Generated Text
ACL 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
ACL 2023
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
ACL 2022
Simpler but More Accurate Semantic Dependency Parsing
ACL 2018
Universal Dependency Parsing from Scratch
CoNLL 2018
Stanford’s Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task
CoNLL 2017