Roland Roller
21 papers · 2015–2026 · 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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🗺️ Taxonomy Completionist (44) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Topic Evolution
🤝
Dynamic Duo
(10)
👥
Mega-Team · Squad
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🌈
Renaissance Researcher
(6)
🗃️
Keyword Collector
(94)
Venues
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(13)
Applications
(12)
Healthcare & Medicine
(8)
Application Areas
(8)
Clinical
(6)
Resources & Methods
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Deep Learning
(3)
Interdisciplinary
(3)
Core AI
(3)
Generation
(3)
Learning Types
(3)
Security & Privacy
(2)
Keywords
biomedical translation
(5)
multilingual translation
(4)
named entity recognition
(4)
machine translation
(4)
large language model
(3)
adverse drug reaction
(3)
retrieval-augmented generation
(2)
domain adaptation
(2)
medical text
(2)
natural language processing
(2)
shared task
(2)
scientific abstract
(2)
information retrieval
(2)
relation extraction
(2)
multimodal learning
(1)
text analysis
(1)
text generation
(1)
neural machine translation
(1)
text classification
(1)
cross-lingual nlp
(1)
Papers
Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes
EACL 2026
Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts
NAACL 2025
EdTec-ItemGen: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction
ACL 2025
Mitigating Bias in Item Retrieval for Enhancing Exam Assembly in Vocational Education Services
NAACL 2025
One Size Fits None: Rethinking Fairness in Medical AI
ACL 2025
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages
COLING 2024
Assessing Authenticity and Anonymity of Synthetic User-generated Content in the Medical Domain
EACL 2024
Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level
EMNLP 2024
Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese
ACL 2024
Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 – Large Language Models and Generalizability for Social Media NLP
ACL 2024
Retrieval-Augmented Knowledge Integration into Language Models: A Survey
ACL 2024
Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios
ACL 2024
XAI for Better Exploitation of Text in Medical Decision Support
ACL 2024
Clinical Text Anonymization, its Influence on Downstream NLP Tasks and the Risk of Re-Identification
EACL 2023
Findings of the WMT 2023 Biomedical Translation Shared Task: Evaluation of ChatGPT 3.5 as a Comparison System
EMNLP 2023
Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports
EMNLP 2022
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set
EMNLP 2021
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages
EMNLP 2020
Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations
ACL 2019
Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018
EMNLP 2018
Improving distant supervision using inference learning
ACL 2015