← Authors

Guergana Savova

25 papers · 2014–2025 · 5 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (45) 🌍 Conference Polyglot (5) 🧭 Keyword Pioneer πŸƒ Academic Marathon (11) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🧬 Topic Evolution 🀝 Dynamic Duo (16) πŸ† Keyword Champion (9) πŸ—ƒοΈ Keyword Collector (84) πŸ”₯ Unstoppable (12) πŸ’Ž Century Club (25)

Conferences

EMNLP (7) NAACL (7) ACL (5) SEMEVAL (5) EACL (1)

Top co-authors

Timothy Miller (16) Steven Bethard (15) Dmitriy Dligach (9) CHEN LIN (8) Martha Palmer (4) Kristin Wright-Bettner (4) Sameer Pradhan (3) Hadi Amiri (3) James Pustejovsky (3) Suresh Manandhar (2)

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 – 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 𝒱-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