Timothy Dozat
6 papers · 2017–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (6) π Cross-Pollinator (7)
π
Renaissance Researcher
(7)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
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Trend Setter
Conferences
ACL (4)
CONLL (2)
Top co-authors
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)
self-supervised pre-training
(1)
graph contrastive learning
(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
Stanfordβs Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task
CONLL 2017