Literature Reviews

Reviewed research papers, articles, and publications relevant to digital accessibility.

• Presenting Information in Sound

  Sara Bly (1982) — Proceedings of the 1982 Conference on Human Factors in Computing Systems (CHI '82)

  Sara Bly's 1982 CHI paper, written at Lawrence Livermore National Laboratory, is one of the earliest systematic investigations of using computer-generated sound — rather than graphics — to present multivariate data to human analysts. Bly opens by arg…

  • sonification
  • auditory display
  • data visualization
  • multivariate data
  • non-visual interaction
  • historical
  • computer music
  • accessible data

• Human Diversity and the Choice of Interface: A Design Challenge

  Starr Roxanne Hiltz, Murray Turoff (1981) — Proceedings of the Joint Conference on Easier and More Productive Use of Computer Systems (CHI '81), Part II: Human Interface and the User Interface

  Hiltz and Turoff report findings from a multi-year National Science Foundation-funded field trial of the Electronic Information Exchange System (EIES), a pioneering computer-mediated communication platform built at the New Jersey Institute of Technol…

  • user interface
  • computer-mediated communication
  • adaptive interface
  • personalization
  • novice vs expert
  • user support
  • historical
  • interface design
  • human diversity

• Rhetoric vs Responsibility: How Tech Companies Shape AI for Accessibility

  Aparajita S Marathe, Quan Zhou, Achi Mishra, Anne Marie Piper (2026) — Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

  Marathe, Zhou, Mishra, and Piper conduct a critical discourse analysis (CDA) of 126 public-facing blog posts and news articles published between 2016 and 2025 by 11 leading U.S.-based AI companies — Adobe, Amazon, Apple, Eleven Labs, Google, Meta, Mi…

  • artificial intelligence
  • AI accessibility
  • critical discourse analysis
  • disability justice
  • critical disability studies
  • technoableism
  • corporate rhetoric
  • AI ethics
  • participatory design
  • disability representation
  • ethics washing

• Ability Heuristics for Conducting Accessibility Inspections

  Claire L. Mitchell, Junhan Kong, Jesse J. Martinez, Shaun K. Kane, Amy J. Ko, Alexis Hiniker, Jacob O. Wobbrock (2026) — Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

  Mitchell and colleagues develop and evaluate a set of nine 'ability heuristics' intended to let designers and developers — not just accessibility specialists — inspect interactive technology for accessibility problems. The authors argue that existing…

  • heuristic evaluation
  • ability-based design
  • accessibility inspection
  • accessibility evaluation
  • design methods
  • inspection methods
  • accessibility quality
  • design education

• Cognitively Motivated Features for Readability Assessment

  Lijun Feng, Noémie Elhadad, Matt Huenerfauth (2009) — Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2009)

  Feng, Elhadad, and Huenerfauth (2009) develop and evaluate an automatic readability-assessment tool targeted specifically at adults with intellectual disabilities (ID) — people in the 'mild' category (IQ 55-70), who comprise roughly 3% of the U.S. po…

  • readability
  • automatic readability assessment
  • cognitive accessibility
  • intellectual disability
  • mild intellectual disability
  • text simplification
  • plain language
  • entity density
  • lexical chains
  • working memory
  • discourse features
  • Flesch-Kincaid
  • reading level
  • reading comprehension
  • user study
  • natural language processing
  • named entity recognition
  • computational linguistics
  • text-to-speech
  • literacy
  • Weekly Reader corpus
  • cognitively motivated features

• Design and Evaluation of an American Sign Language Generator

  Matt Huenerfauth, Liming Zhao, Erdan Gu, Jan Allbeck (2007) — Proceedings of the Workshop on Embodied Language Processing (EmbodiedNLP 2007)

  Huenerfauth, Zhao, Gu, and Allbeck (2007) describe the implementation and user evaluation of a prototype system for generating animations of American Sign Language (ASL) classifier predicates — spatially complex hand movements that trace the location…

  • ASL
  • American Sign Language
  • deaf accessibility
  • sign language
  • sign language animation
  • sign language generation
  • signing avatar
  • virtual human
  • animation
  • classifier predicates
  • non-manual markers
  • eye gaze
  • Signed English
  • transliteration
  • inverse kinematics
  • user-based evaluation
  • evaluation methodology
  • Deaf community
  • computational linguistics
  • natural language generation

• A Multi-Path Architecture for Machine Translation of English Text into American Sign Language Animation

  Matt Huenerfauth (2004) — Proceedings of the Student Research Workshop at HLT-NAACL 2004

  Huenerfauth's 2004 student-research-workshop paper proposes a 'multi-path' (or 'pyramidal') architecture for English-to-American Sign Language machine translation that unifies the three classical MT paradigms — direct, transfer, and interlingua — int…

  • ASL
  • American Sign Language
  • deaf accessibility
  • sign language
  • sign language animation
  • sign language generation
  • sign language machine translation
  • machine translation
  • MT architecture
  • interlingua
  • transfer machine translation
  • direct machine translation
  • signing avatar
  • animation
  • computational linguistics
  • virtual reality
  • classifier predicates
  • English literacy
  • natural language generation

• A Comparison of Features for Automatic Readability Assessment

  Lijun Feng, Martin Jansche, Matt Huenerfauth, Noémie Elhadad (2010) — Proceedings of the 23rd International Conference on Computational Linguistics (COLING '10), Posters

  Feng et al. (2010) is a computational-linguistics paper that compares a wide variety of text features for automatically predicting the grade level of reading material aimed at primary-school students. The motivation is both intrinsic — traditional re…

  • readability
  • automatic readability assessment
  • text simplification
  • plain language
  • cognitive accessibility
  • intellectual disability
  • natural language processing
  • machine learning
  • language models
  • computational linguistics
  • POS features
  • discourse features
  • entity density
  • lexical chains
  • entity grid
  • coreference
  • Flesch-Kincaid
  • grade level prediction
  • reading level
  • Weekly Reader corpus
  • support vector machines
  • classification

• American Sign Language natural language generation and machine translation

  Matt Huenerfauth (2005) — SIGACCESS Accessibility and Computing

  Matt Huenerfauth's 2005 paper describes a research programme to build an English-to-American Sign Language (ASL) machine translation (MT) system that generates animations of a 3D virtual-reality signing character. The author frames the project agains…

  • ASL
  • American Sign Language
  • deaf accessibility
  • sign language
  • sign language animation
  • sign language generation
  • sign language machine translation
  • machine translation
  • natural language generation
  • signing avatar
  • animation
  • computational linguistics
  • virtual reality
  • English literacy
  • classifier predicates

• American Sign Language Generation: Multimodal NLG with Multiple Linguistic Channels

  Matt Huenerfauth (2005) — Proceedings of the ACL Student Research Workshop (ACLstudent '05)

  This short student-research-workshop paper presents the design rationale for Huenerfauth's English-to-ASL machine translation system, framing American Sign Language generation as a form of multimodal natural language generation (NLG) with multiple pa…

  • American Sign Language
  • natural language generation
  • sign language machine translation
  • multimodal NLG
  • classifier predicates
  • embodied conversational agents
  • deaf accessibility
  • signing avatar
  • computational linguistics