Guergana Savova
25 papers · 2014–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π€
Dynamic Duo
(16)
π§¬
Topic Evolution
π
Keyword Champion
(9)
π§
Keyword Pioneer
π₯
Unstoppable Β· Silver
ποΈ
Keyword Collector
(84)
π
Renaissance Researcher
(6)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(12)
Deep Learning
(11)
Machine Learning
(10)
Applications
(9)
Architectures
(6)
Healthcare & Medicine
(5)
Clinical
(5)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Keywords
temporal relation extraction
(9)
named entity recognition
(3)
clinical domain
(3)
clinical narrative
(3)
clinical nlp
(3)
natural language inference
(2)
electronic medical record
(2)
temporal relation
(2)
transformer model
(2)
large language model
(2)
clinical text
(2)
electronic health record
(2)
relation classification
(2)
neural network
(2)
knowledge representation
(1)
prompt engineering
(1)
ensemble learning
(1)
information extraction
(1)
relation extraction
(1)
domain adaptation
(1)
Papers
Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction
EMNLP 2025
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative β the SPRING THYME parser
NAACL 2024
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction
NAACL 2024
End-to-end clinical temporal information extraction with multi-head attention
ACL 2023
Measuring Pointwise π±-Usable Information In-Context-ly
EMNLP 2023
Textual Entailment for Temporal Dependency Graph Parsing
ACL 2023
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models
ACL 2023
Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative
NAACL 2022
Exploring Text Representations for Generative Temporal Relation Extraction
NAACL 2022
EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain
NAACL 2021
A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction
ACL 2020
Defining and Learning Refined Temporal Relations in the Clinical Narrative
EMNLP 2020
Extracting Relations between Radiotherapy Treatment Details
EMNLP 2020
A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction
NAACL 2019
Cross-document coreference: An approach to capturing coreference without context
EMNLP 2019
Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction
EMNLP 2018
Spotting Spurious Data with Neural Networks
NAACL 2018
Neural Temporal Relation Extraction
EACL 2017
Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks
EMNLP 2017
SemEval-2017 Task 12: Clinical TempEval
SemEval 2017
SemEval-2016 Task 12: Clinical TempEval
SemEval 2016
SemEval-2015 Task 14: Analysis of Clinical Text
SemEval 2015
SemEval-2015 Task 6: Clinical TempEval
SemEval 2015
Descending-Path Convolution Kernel for Syntactic Structures
ACL 2014
SemEval-2014 Task 7: Analysis of Clinical Text
SemEval 2014