Iain Marshall
13 papers · 2016–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (7) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (24)
π£
Hot Topic Early Bird
π
Conference Polyglot
(4)
π
Academic Marathon
(7)
π±
Topic Pioneer
π
Century Club
(13)
ποΈ
Keyword Collector
(57)
β
The Questioner
π₯
Unstoppable
(6)
Conferences
ACL (5)
EMNLP (4)
NAACL (3)
EACL (1)
Top co-authors
Keywords
information extraction
(3)
clinical text
(2)
text summarization
(2)
systematic review
(2)
named entity recognition
(2)
clinical trial
(2)
multi-document summarization
(2)
large language model
(2)
medical evidence
(2)
medical text
(1)
machine reading comprehension
(1)
sequence tagging
(1)
text mining
(1)
text simplification
(1)
multi-label classification
(1)
risk assessment
(1)
relation extraction
(1)
distributed representation
(1)
biomedical domain
(1)
masked language model
(1)
Papers
Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges
EACL 2023
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews
EMNLP 2023
Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success)
ACL 2023
Paragraph-level Simplification of Medical Texts
NAACL 2021
What Would it Take to get Biomedical QA Systems into Practice?
EMNLP 2021
Evidence Inference 2.0: More Data, Better Models
ACL 2020
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time
ACL 2020
Browsing Health: Information Extraction to Support New Interfaces for Accessing Medical Evidence
NAACL 2019
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding
EMNLP 2018
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature
ACL 2018
Syntactic Patterns Improve Information Extraction for Medical Search
NAACL 2018
Automating Biomedical Evidence Synthesis: RobotReviewer
ACL 2017
Rationale-Augmented Convolutional Neural Networks for Text Classification
EMNLP 2016