Title: LLMs Get Lost In Multi-Turn Conversation

Author(s): Philippe Laban, Hiroaki Hayashi, Yingbo Zhou

Year: 2025

Link Source: arXiv

Tags: AI, HCI

Note: LLMs performance degrades after multiple turns. Proposes novel "sharding" framework for simulating conversations.

Title: Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets

Author(s): Tommaso Giorgi, Lorenzo Cima

Year: 2024

Link Source: arXiv

Tags: AI, Equity, HCI

Note:These biases in LLMs need to be addressed to ensure equality.

Title: Steering Conversational Large Language Models for Long Emotional Support Conversations

Author(s): Navid Madani, Sougata Saha, Rohini Srihari

Year: 2024

Link Source: arXiv

Tags: AI, HCI, Equity, Psychology

Note: Useful for AI therapy and mental health support.

Title: Designing a Dashboard for Transparency and Control of Conversational AI

Author(s): Navid Madani, Sougata Saha, Rohini Srihari

Year: 2024

Link Source: arXiv

Tags: AI

Note: User identity and demographic can distort AI assistance quality.

Title: Large Language Models Produce Responses Perceived to be Empathic

Author(s): Yoon Kyung Lee

Year: 2024

Link Source: arXiv

Tags: AI, Equity, HCI, Psychology

Note: NLP analysis and linguistic semantics appproach to perceiving empathy.

Title: How Designing for People With and Without Disabilities Shapes Student Design Thinking

Author(s): David Bar-El, Marcelo Worsley, Jacob O. Wobbrock

Year: 2016

Link Source: ACM CHI Conference

Tags: HCI, Accessibility, Design

Note: I enjoyed how it discusses the process of designing for disabled users.

Tags Glossary

  • HCI: Human-Computer Interaction
  • AI: Artificial Intelligence / Machine Learning
  • Equity: Social Justice, Fairness, Bias, Ethics
  • Design: Design Thinking, Strategy, UX/UI
  • Accessibility: Digital Access, Disability, Inclusive Design
  • Psychology: Psychology, therapy, mental health