publications

Publications by categories in reversed chronological order. Generated by jekyll-scholar.

2022

  1. Pretrained Models for Multilingual Federated Learning
    In North American Chapter of the Association for Computational Linguistics (NAACL) 2022
  2. When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning
    Orion WellerKevin Seppi, and Matt Gardner
    In Association of Computational Linguistics (ACL) 2022
  3. End-to-End Speech Translation for Code Switched Speech
    In Findings of the Association of Computational Linguistics (ACL) 2022

2021

  1. Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification
    Wilson Fearn Orion Weller, and Kevin Seppi
    In North American Chapter of the Association for Computational Linguistics (NAACL) 2021
  2. Streaming Joint Speech Translation and Transcription
    In European Chapter of the Association for Computational Linguistics (EACL) 2021
  3. Predicting Mental Health and Suicidal Ideation Among Adolescents Using the Risk and Protective Factor Framework: A Large Scale Machine Learning Approach
    Orion WellerLuke SagersCarl HansonQuinn Snell, Michael Barnes, and Shannon Tass
    PLoS One 2021

2020

  1. Learning from Task Descriptions
    Empirical Methods in Natural Language Processing (EMNLP) 2020
  2. You Don’t Have Time to Read This: an Exploration of Document Level Reading Time Prediction
    Orion Weller, Jordan Hildebrandt, Ilya Reznik, Christopher Challis, E. Shannon Tass, Quinn Snell, and Kevin Seppi
    Association of Computational Linguistics (ACL) 2020
  3. The rJokes Dataset: a Large Scale Humor Collection
    Orion Weller, and Kevin Seppi
    Language Resources and Evaluation (LREC) 2020
  4. Can Humor Prediction Datasets be used for Humor Generation? Humorous Headline Generation via Style Transfer
    Orion WellerNancy Fulda, and Kevin Seppi
    Second Workshop on Figurative Language Processing @ ACL 2020 2020

2019

  1. Humor Detection: A Transformer gets the Last Laugh
    Orion Weller, and Kevin Seppi
    Empirical Methods in Natural Language Processing (EMNLP) 2019