Sebastian Martschat
9 papers · 2012–2023 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (17)
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Keyword Pioneer
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Trend Setter
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Research topics
Natural Language Processing
(4)
Applications
(3)
Generation
(3)
Deep Learning
(2)
Machine Learning
(2)
Mathematics & Optimization
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
timeline summarization
(2)
domain generalization
(1)
transfer learning
(1)
information extraction
(1)
named entity recognition
(1)
cross-domain learning
(1)
language modeling
(1)
summarization evaluation
(1)
coreference resolution
(1)
temporal alignment
(1)
language model
(1)
evaluation metric
(1)
pre-trained language model
(1)
multi-document summarization
(1)
neural language model
(1)
entity tracking
(1)
entity representation
(1)
rouge metric
(1)
rouge score
(1)
measurement extraction
(1)
Papers
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction
ACL 2023
A Temporally Sensitive Submodularity Framework for Timeline Summarization
CoNLL 2018
Dynamic Entity Representations in Neural Language Models
EMNLP 2017
Improving ROUGE for Timeline Summarization
EACL 2017
Analyzing and Visualizing Coreference Resolution Errors
NAACL 2015
Plug Latent Structures and Play Coreference Resolution
ACL 2015
Recall Error Analysis for Coreference Resolution
EMNLP 2014
Multigraph Clustering for Unsupervised Coreference Resolution
ACL 2013
A Multigraph Model for Coreference Resolution
CoNLL 2012