Guergana Savova
25 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Cross-Pollinator
(14)
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Topic Evolution
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Dynamic Duo
(16)
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Keyword Champion
(9)
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Keyword Collector
(84)
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Unstoppable
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Century Club
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Conferences
EMNLP (7)
NAACL (7)
ACL (5)
SEMEVAL (5)
EACL (1)
Top co-authors
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
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction
NAACL 2024
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative β the SPRING THYME parser
NAACL 2024
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models
ACL 2023
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
Exploring Text Representations for Generative Temporal Relation Extraction
NAACL 2022
Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative
NAACL 2022
EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain
NAACL 2021
Defining and Learning Refined Temporal Relations in the Clinical Narrative
EMNLP 2020
Extracting Relations between Radiotherapy Treatment Details
EMNLP 2020
A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction
ACL 2020
Cross-document coreference: An approach to capturing coreference without context
EMNLP 2019
A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction
NAACL 2019
Spotting Spurious Data with Neural Networks
NAACL 2018
Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction
EMNLP 2018
SemEval-2017 Task 12: Clinical TempEval
SEMEVAL 2017
Neural Temporal Relation Extraction
EACL 2017
Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks
EMNLP 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
SemEval-2014 Task 7: Analysis of Clinical Text
SEMEVAL 2014
Descending-Path Convolution Kernel for Syntactic Structures
ACL 2014