Byron Wallace

Research interests

Publications

• Revisiting Relation Extraction in the era of Large Language Models

  · 2023 · 10.18653/v1/2023.acl-long.868

• ERASER: A Benchmark to Evaluate Rationalized NLP Models

  · 2020 · 10.18653/v1/2020.acl-main.408

• Learning to Faithfully Rationalize by Construction

  · 2020 · 10.18653/v1/2020.acl-main.409

• Attention is not Explanation

  · 2019 · 10.18653/v1/n19-1357

• Attention is not Explanation

  arXiv (Cornell University) · 2019 · 10.48550/arxiv.1902.10186

• Toward systematic review automation: a practical guide to using machine learning tools in research synthesis

  Systematic Reviews · 2019 · 10.1186/s13643-019-1074-9

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

  · 2018 · 10.18653/v1/p18-1019

• Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide

  Research Synthesis Methods · 2018 · https://doi.org/10.1002/jrsm.1287

• Neural information retrieval: at the end of the early years

  Information Retrieval · 2017 · 10.1007/s10791-017-9321-y

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

  Journal of the American Medical Informatics Association · 2017 · https://doi.org/10.1093/jamia/ocx053

• Living systematic reviews: 2. Combining human and machine effort

  Journal of Clinical Epidemiology · 2017 · https://doi.org/10.1016/j.jclinepi.2017.08.011

• Modelling Context with User Embeddings for Sarcasm Detection in Social Media

  · 2016 · 10.18653/v1/k16-1017

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

  PubMed · 2016

• Open MEE : Intuitive, open‐source software for meta‐analysis in ecology and evolutionary biology

  Methods in Ecology and Evolution · 2016 · 10.1111/2041-210x.12708

• Rationale-Augmented Convolutional Neural Networks for Text Classification

  · 2016 · 10.18653/v1/d16-1076

• A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification

  arXiv (Cornell University) · 2015 · 10.48550/arxiv.1510.03820

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

  Journal of the American Medical Informatics Association · 2015 · 10.1093/jamia/ocv044

• A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional\n Neural Networks for Sentence Classification

  arXiv (Cornell University) · 2015 · 10.48550/arxiv.1510.03820

• Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)

  · 2014 · 10.3115/v1/p14-2084

• Deploying an interactive machine learning system in an evidence-based practice center

  · 2012 · 10.1145/2110363.2110464

• Closing the Gap between Methodologists and End-Users: R as a Computational Back-End

  Journal of Statistical Software · 2012 · 10.18637/jss.v049.i05

• Class Imbalance, Redux

  · 2011 · 10.1109/icdm.2011.33

• Semi-automated screening of biomedical citations for systematic reviews

  BMC Bioinformatics · 2010 · 10.1186/1471-2105-11-55

• The COPD genetic association compendium: a comprehensive online database of COPD genetic associations

  Human Molecular Genetics · 2009 · 10.1093/hmg/ddp519

• Meta-Analyst: software for meta-analysis of binary, continuous and diagnostic data

  BMC Medical Research Methodology · 2009 · 10.1186/1471-2288-9-80

Current projects

No projects listed.