Iain James Marshall

According to our database, Iain James Marshall authored at least 36 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Question answering systems for health professionals at the point of care - a systematic review.

Gregory Kell, Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski, Byron C. Wallace, Nikhil Patel, Iain James Marshall

CoRR, 2024

2023

Do Multi-Document Summarization Models Synthesize?

Jay DeYoung, Stephanie C. Martinez, Iain James Marshall, Byron C. Wallace

CoRR, 2023

Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews.

Hye Sun Yun, Iain James Marshall, Thomas A. Trikalinos, Byron C. Wallace

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges.

Sanjana Ramprasad, Denis Jered McInerney, Iain James Marshall, Byron C. Wallace

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success).

Chantal Shaib, Millicent L. Li, Sebastian Joseph, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2021

What Would it Take to get Biomedical QA Systems into Practice?

Gregory Kell, Iain James Marshall, Byron C. Wallace, André Jaun

CoRR, 2021

Paragraph-level Simplification of Medical Texts.

Ashwin Devaraj, Iain James Marshall, Byron C. Wallace, Junyi Jessy Li

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Trialstreamer: A living, automatically updated database of clinical trial reports.

Iain James Marshall, Benjamin E. Nye, Joël Kuiper, Anna Noel-Storr, Rachel Marshall, Rory Maclean, Frank Soboczenski, Ani Nenkova, James Thomas, Byron C. Wallace

J. Am. Medical Informatics Assoc., 2020

Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations.

Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain James Marshall, Byron C. Wallace

CoRR, 2020

Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization.

Byron C. Wallace, Sayantan Saha, Frank Soboczenski, Iain James Marshall

CoRR, 2020

Evidence Inference 2.0: More Data, Better Models.

Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace

Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time.

Benjamin E. Nye, Ani Nenkova, Iain James Marshall, Byron C. Wallace

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2019

Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study.

Frank Soboczenski, Thomas A. Trikalinos, Joël Kuiper, Randolph G. Bias, Byron C. Wallace, Iain James Marshall

BMC Medical Informatics Decis. Mak., 2019

2018

Syntactic Patterns Improve Information Extraction for Medical Search.

Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding.

Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Learning Disentangled Representations of Texts with Application to Biomedical Abstracts.

Sarthak Jain, Edward Banner, Jan-Willem van de Meent, Iain James Marshall, Byron C. Wallace

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature.

Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach.

Byron C. Wallace, Anna Noel-Storr, Iain James Marshall, Aaron M. Cohen, Neil R. Smalheiser, James Thomas

J. Am. Medical Informatics Assoc., 2017

Identifying Diagnostic Test Accuracy Publications using a Deep Model.

Gaurav Singh, Iain James Marshall, James Thomas, Byron C. Wallace

Proceedings of the Working Notes of CLEF 2017, 2017

A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation.

Gaurav Singh, Iain James Marshall, James Thomas, John Shawe-Taylor, Byron C. Wallace

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Automating Biomedical Evidence Synthesis: RobotReviewer.

Iain James Marshall, Joël Kuiper, Edward Banner, Byron C. Wallace

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision.

Byron C. Wallace, Joël Kuiper, Aakash Sharma, Mingxi (Brian) Zhu, Iain James Marshall

J. Mach. Learn. Res., 2016

RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials.

Iain James Marshall, Joël Kuiper, Byron C. Wallace

J. Am. Medical Informatics Assoc., 2016

Crowdsourcing Information Extraction for Biomedical Systematic Reviews.

Yalin Sun, Pengxiang Cheng, Shengwei Wang, Hao Lyu, Matthew Lease, Iain James Marshall, Byron C. Wallace

CoRR, 2016

Rationale-Augmented Convolutional Neural Networks for Text Classification.

Ye Zhang, Iain James Marshall, Byron C. Wallace

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Leveraging coreference to identify arms in medical abstracts: An experimental study.

Elisa Ferracane, Iain James Marshall, Byron C. Wallace, Katrin Erk

Proceedings of the Seventh International Workshop on Health Text Mining and Information Analysis, 2016

2015

Automating Risk of Bias Assessment for Clinical Trials.

Iain James Marshall, Joël Kuiper, Byron C. Wallace

IEEE J. Biomed. Health Informatics, 2015

2014

CompatibleOne: The Open Source Cloud Broker.

Sami Yangui, Iain James Marshall, Jean-Pierre Laisné, Samir Tata

J. Grid Comput., 2014

Spá: A Web-Based Viewer for Text Mining in Evidence Based Medicine.

Joël Kuiper, Iain James Marshall, Byron C. Wallace, Morris A. Swertz

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

CompatibleOne: Bringing Cloud as a Commodity.

Felipe Díaz Sánchez, Sawsan Al Zahr, Maurice Gagnaire, Jean-Pierre Laisné, Iain James Marshall

Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

2013

Semantic multimedia remote display for mobile thin clients.

Bojan Joveski, Mihai Mitrea, Pieter Simoens, Iain James Marshall, Françoise J. Prêteux, Bart Dhoedt

Multim. Syst., 2013

COSCHED: A Scheduling Agent Maximizing Cloud Broker's Revenues under the CompatibleOne Architecture.

Felipe Díaz Sánchez, Maurice Gagnaire, Iain James Marshall, Jean-Pierre Laisné

Proceedings of the 12th IEEE International Conference on Trust, 2013

Inter and intra Cloud Networking Gateway as a service.

Marouen Mechtri, Djamal Zeghlache, Elyes Zekri, Iain James Marshall

Proceedings of the IEEE 2nd International Conference on Cloud Networking, 2013

Inter-cloud Networking Gateway Architecture.

Marouen Mechtri, Djamal Zeghlache, Elyes Zekri, Iain James Marshall

Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

2012

Optimized mobile thin clients through a MPEG-4 BiFS semantic remote display framework.

Pieter Simoens, Bojan Joveski, Ludovico Gardenghi, Iain James Marshall, Bert Vankeirsbilck, Mihai Mitrea, Françoise J. Prêteux, Filip De Turck, Bart Dhoedt

Multim. Tools Appl., 2012

2011

Towards a multimedia remote viewer for mobile thin clients.

Bojan Joveski, Pieter Simoens, Ludovico Gardenghi, Iain James Marshall, Mihai Mitrea, Bert Vankeirsbilck, Françoise J. Prêteux, B. Dhoed

Proceedings of the Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, 2011