Calendar

Intro

Tues Aug 27
Intro, Syllabus and FAQs
Slides

Foundations - Sociolinguistics

Thur Aug 29
Giles, H., & Ogay, T. (2007). Communication Accommodation Theory Bell A. 1984. Language style as audience design. Language in Society. Sections 1 and 3.
Tues Sept 3
Cristian Danescu-Niculescu-Mizil, Michael Gamon, and Susan Dumais. 2011. Mark my words! linguistic style accommodation in social media. In Proceedings of the 20th international conference on World wide web Fusaroli R, Bahrami B, Olsen K, Roepstorff A, Rees G, Frith C, Tylén K. 2012. Coming to terms: quantifying the benefits of linguistic coordination. Psychology Society.
Thurs Sept 5
Zhao Wang and Aron Culotta. 2019. When do words matter? understanding the impact of lexical choice on audience perception using individual treatment effect estimation. In Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence Chenhao Tan, Lillian Lee, and Bo Pang. 2014. The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics.

Foundations - Interactive Text

Tue Sept 10
Mark Bernstein. 2009. On hypertext narrative. In Proceedings of the 20th ACM conference on Hypertext and hypermedia (HT ‘09). Craig S. Tashman and W. Keith Edwards. 2011. LiquidText: a flexible, multitouch environment to support active reading. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI ‘11).
Thurs Sept 12
Pierre Dragicevic, Yvonne Jansen, Abhraneel Sarma, Matthew Kay, and Fanny Chevalier. 2019. Increasing the Transparency of Research Papers with Explorable Multiverse Analyses. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI ‘19).
Hohman, Fred & Conlen, Matthew & Heer, Jeffrey & Chau, Polo. 2020. Communicating with Interactive Articles. Distill.

Research Pitches

Tue Sept 17
Project Pitches Project Pitches Due
Thurs Sept 19
Project Pitches

Foundations - NLP

Tue Sept 24
Qian Yang, Justin Cranshaw, Saleema Amershi, Shamsi T. Iqbal, and Jaime Teevan. 2019. Sketching NLP: A Case Study of Exploring the Right Things To Design with Language Intelligence. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI ‘19).
Minsuk Chang, Stefania Druga, Alexander J. Fiannaca, Pedro Vergani, Chinmay Kulkarni, Carrie J Cai, and Michael Terry. 2023. The Prompt Artists. In Proceedings of the 15th Conference on Creativity and Cognition (C&C ‘23).
Thurs Sept 26
Elizabeth Clark, Tal August, Sofia Serrano, Nikita Haduong, Suchin Gururangan, and Noah A. Smith. 2021. All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics
Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin, and Sameer Singh. 2020. Beyond Accuracy: Behavioral Testing of NLP Models with CheckList. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.

Research Pitches

Tue Oct 1
Project Pitches
Thurs Oct 3
Project Pitches

Augmented Interfaces

Tues Oct 8
Andrew Head, Kyle Lo, Dongyeop Kang, Raymond Fok, Sam Skjonsberg, Daniel S. Weld, and Marti A. Hearst. 2021. Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ‘21).
Kyle Lo, et al. 2023. The semantic reader project: Augmenting scholarly documents through ai-powered interactive reading interfaces. CACM.
Thurs Oct 10
Taewook Kim, Hyomin Han, Eytan Adar, Matthew Kay, and John Joon Young Chung. 2024. Authors’ Values and Attitudes Towards AI-bridged Scalable Personalization of Creative Language Arts. CHI.
Krzysztof Gajos and Daniel S. Weld. 2008. Improving the Performance of Motor-Impaired Users with Automatically-Generated, Ability-Based Interfaces. CHI.

Research Proposal Talks

Tue Oct 15
Proposal Talks Project Proposals Due
Thurs Oct 17
Proposal Talks

AI-Mediated Communication

Tues Oct 22
Jeffrey T Hancock, Mor Naaman, Karen Levy, AI-Mediated Communication: Definition, Research Agenda, and Ethical Considerations, Journal of Computer-Mediated Communication.
Maurice Jakesch, Advait Bhat, Daniel Buschek, Lior Zalmanson, and Mor Naaman. 2023. Co-Writing with Opinionated Language Models Affects Users’ Views. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI ‘23).
Thurs Oct 24
Elise Karinshak, Sunny Xun Liu, Joon Sung Park, and Jeffrey T. Hancock. 2023. Working With AI to Persuade: Examining a Large Language Model’s Ability to Generate Pro-Vaccination Messages. Proc. ACM Hum.-Comput. Interact.
Jiawei Zhou, Yixuan Zhang, Qianni Luo, Andrea G Parker, and Munmun De Choudhury. 2023. Synthetic Lies: Understanding AI-Generated Misinformation and Evaluating Algorithmic and Human Solutions. CHI.

Project Check-in

Tue Oct 29
Project Check-in Class dedicated to project work.

Augmented Writing

Thurs Oct 31
Katy Ilonka Gero, Vivian Liu, and Lydia Chilton. 2022. Sparks: Inspiration for Science Writing using Language Models. In Proceedings of the 2022 ACM Designing Interactive Systems Conference (DIS ‘22)
Mina Lee, Percy Liang, and Qian Yang. 2022. CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities. In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI ‘22).
Tues Nov 5
Joshua Maynez, Shashi Narayan, Bernd Bohnet, and Ryan McDonald. 2020. On Faithfulness and Factuality in Abstractive Summarization. ACL.
Joseph, S.A., Chen, L., Trienes, J., Göke, H.L., Coers, M., Xu, W., Wallace, B.C., & Li, J.J. (2024). FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence. Arxiv
Thurs Nov 7
Nisbet MC, Scheufele DA. 2009 What’s next for science communication? Promising directions and lingering distractions. Am J Bot
Spencer Williams, Joy Lee, Halperin Brett, Joshua M. Liao, Gary Hsieh, Katharina Reinecke. 2022. Meta‑summaries effective for improving awareness and understanding of COVID‑19 vaccine safety research. Scientific Reports.

Project Check-in

Tue Nov 12
Project Check-in Class dedicated to project work.

Application Areas

Thurs Nov 14
Ashish Sharma, Kevin Rushton, Inna Lin, David Wadden, Khendra Lucas, Adam Miner, Theresa Nguyen, and Tim Althoff. 2023. Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction. ACL
Justine Zhang and Cristian Danescu-Niculescu-Mizil. 2020. Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards. ACL
Tues Nov 19
Eva Sharma and Munmun De Choudhury. 2018. Mental Health Support and its Relationship to Linguistic Accommodation in Online Communities. CHI
Cristian Danescu-Niculescu-Mizil, Robert West, Dan Jurafsky, Jure Leskovec, and Christopher Potts. 2013. No country for old members: user lifecycle and linguistic change in online communities. In Proceedings of the 22nd international conference on World Wide Web
Thurs Nov 21
Kirk, H. R., Vidgen, B., Röttger, P., & Hale, S. A. (2023). Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback. ArXiv.
Nikhil Sharma, Q. Vera Liao, and Ziang Xiao. 2024. Generative Echo Chamber? Effect of LLM-Powered Search Systems on Diverse Information Seeking. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI ‘24).

Fall Break

Tue Nov 26
No Class
Thurs Nov 28
No Class

Final Presentations

Tue Dec 3
Final Presentations
Thur Dec 5
Final Presentations
Tues Dec 10
Final Presentations